{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Matplotlib图鉴——基础雷达图\n",
    "\n",
    "## 公众号：可视化图鉴"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.3.3\n",
      "1.1.5\n",
      "1.19.5\n"
     ]
    }
   ],
   "source": [
    "import matplotlib\n",
    "print(matplotlib.__version__) #查看Matplotlib版本\n",
    "import pandas as pd\n",
    "print(pd.__version__) #查看pandas版本\n",
    "import numpy as np\n",
    "print(np.__version__) #查看numpy版本\n",
    "import matplotlib.pyplot as plt \n",
    "plt.rcParams['font.sans-serif'] = ['STHeiti'] #设置中文"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "注意，代码在以下环境全部通过测试:\n",
    "- Python 3.7.1\n",
    "- Matplotlib == 3.3.2\n",
    "- pandas == 1.2.0\n",
    "- numpy == 1.19.2\n",
    "\n",
    "因版本不同，可能会有部分语法差异，如有报错，请先检查拼写及版本是否一致！"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础雷达图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt \n",
    "import numpy as np \n",
    "    \n",
    "types = [\"A\", \"B\", \"C\", \n",
    "            \"D\", \"E\"] \n",
    "  \n",
    "actual = [41, 57, 27, 53, 52, 41] \n",
    "    \n",
    "plt.figure(figsize =(9, 8)) \n",
    "plt.subplot(polar = True) \n",
    "    \n",
    "theta = np.linspace(0, 2 * np.pi, len(actual)) \n",
    "    \n",
    "lines, labels = plt.thetagrids(range(0, 360, int(360/len(types))), \n",
    "                                                         (types)) \n",
    "plt.plot(theta, actual) \n",
    "\n",
    "plt.legend(labels =('蓝'),bbox_to_anchor=(1, 0.2, 0.2, 0.8), fontsize=15) \n",
    "\n",
    "plt.title('我是标题', fontsize = 20)\n",
    "plt.tick_params(labelsize=20)\n",
    "plt.savefig('G_01_01.png')\n",
    "    \n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础雷达图 - 两组数据对比"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt \n",
    "import numpy as np \n",
    "    \n",
    "types = [\"A\", \"B\", \"C\", \n",
    "            \"D\", \"E\"] \n",
    "  \n",
    "actual = [41, 57, 34, 53, 60, 41] \n",
    "expected = [40, 49, 20, 54, 65, 40] \n",
    "    \n",
    "plt.figure(figsize =(9, 8)) \n",
    "plt.subplot(polar = True) \n",
    "    \n",
    "theta = np.linspace(0, 2 * np.pi, len(actual)) \n",
    "    \n",
    "lines, labels = plt.thetagrids(range(0, 360, int(360/len(types))), \n",
    "                                                         (types)) \n",
    "plt.plot(theta, actual, color = 'r') \n",
    "    \n",
    "plt.plot(theta, expected, color = 'b') \n",
    " \n",
    "plt.legend(labels =('员工1', '员工2'),bbox_to_anchor=(1, 0.2, 0.2, 0.8), fontsize=15) \n",
    "\n",
    "plt.title('我是标题', fontsize = 20)\n",
    "plt.tick_params(labelsize=20)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础雷达图 - 加入填充"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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POfx+P+rr60dExaZNm3z9/f1uHo+3paOj40NK6Y+U0s5I28nCwhIeWAHBEvUcKhhkMpnitNNOE5x99tny8vJyyOXySJt43OLxeFBZWYlvvvnG+emnn9ra29tHC4p1lNKuSNvIwsISGlgBwRJ1DIUkluj1+nNHC4azzjpLXl5eDoVCEWkTWcbhEEFhbW9v9/B4vM1DguJrSulApG1kYWEJDqyAYIkKCCFqgUCwXKfT/RJA/plnnsk/55xzFCeccAIrGGYwHo8H27Ztw1dffeX44IMP7Gaz2Wi3298bHBz8N6W0IdL2scxMqqqqzuDxePdTSg1gh0KGCoYQ0u3z+R4sKSn5aqwdWAHBEjEIITlyufwiiURyqVKp1F5yySWylStXigsKCo7bqohjna6uLvzvf//zvfvuu6b6+no3gM96enreBVBBKfVF2j6W6KeqquoMoVD4XGpqqkcsFrs4HA57EwsBDMMQp9Mpam5uFrjd7pvGEhGsgGAJG0PdHMsNBsMVlNKzc3NzBVdccYVqxYoVXL1eH2nzWMKMw+HAd999h/fff39g3bp1fj6fv7Otre1lSukXlFJ7pO1jiU527969KSMjQy6VSiPSq+R4w263ixsbGy1FRUWLDn2PFRAsIYcQUqTX628AcN6JJ54o+MUvfqE6+eSTIRaLI20aS5TAMAzWrl2L+vp62wcffOBiGGZbR0fHGgDfsp4JltHs2rXrQGFhoYn1PIQHhmHInj17lMXFxemHvscKCJaQQAhJUiqVvxIIBFcXFhbKbrjhBvWyZcuIUMh2IWY5HIfDgZ07d2LRokWglGLr1q14+eWXzZ9//rkbwBfd3d0vAKg8ngaLsYzNrl27mouLi/sibcfxxK5duzTFxcWph25nZ2GwBA1CiEIikaySy+Wr58yZo7/hhhuUF110EY9NgmSZiK6uLsTHxwMACCEoKytDWVmZwuv14ptvvrn673//+/Jt27a5NBrNu/39/WsppY0RNpmF5biHFRAsR8VQXsPp8fHxd2dmZub98pe/lP3iF78QJyUlRdo0lhlEV1cX5s6de9h2Pp+Ps88+G2effbbGZrPho48+uv3555//VVxcXL/Val1jt9vfppTaImAyC8txDxvCYJkWhBC9SqVaLRAIfnXmmWdKf/e73ymKi4sjbRbLDMTlcmH79u1YvHjxpI/p7u7G2rVrHS+//LLd5/N9293d/TildHcIzWSJEtgQRvgZL4TB1s+yTBoSYGlCQsJ3OTk5ex577LH/a2hoSHj99ddZ8cAybbq6umAwGKZ0jMFgwB/+8AdJS0uL9o033rj0pJNO+i4uLq5WLBZfPdSIjIUl6mEYBj09PVyLxcKx2WzE4XCMvGw2G7FYLJyenh4uwzBBW/POO++M4/F4pRqN5qgv2qwHgmVCCCFSmUx2tVQq/X15ebn8rrvuUs2bNy/SZrEcI2zcuBElJSVHXZXT0dGBNWvW2N5++22Hz+d7v7e390lKaXuQzGSJEo4lD4TD4SBSqbRkov2cTmeVSCQauVlv3bpVzOPxqFQqZQQCAeVyuSPv+f1+4vF4iMPh4DgcDrJ48eLDyl3r6+sFixcvzuvr69s1GTvZJEqWKUMISdTr9X9ISEg4//rrr5fecMMNEq1WG2mzWI4h3G43GIYJSklvQkIC/vznP8seeugh2T//+c+b/vznP1+ekJCwp7Oz825K6ZYgmMvCElSGRcFLL7104Prrrzcd+v6aNWvUt9xyS6pAIDjoSf/CCy/M6OzsFAoEAmZYPNhsNq5UKmUIIXRYRIjFYsZqte4Mlf2sB4LlMAgh2XFxcY/FxsYuefDBB1UXXHABh8djtSZL8GlpaYHX60VmZmZIzr9161bcd999/Xv27Gk3Go13MAzzLVsKOrMZywNxxwe7kvZ1WyMygjfbEOP4y4XFbdM51mazkZiYmCl7IFwuFxn9/bZt20Tz588v+N///rdv+fLl1vH2G4b1QLAEHUJISVxc3F9KSkqKHnnkEfUZZ5xB2JbSLKGks7MTRUVFITv//Pnz8fXXX6vr6urUf/zjH//5008/9QmFwns9Hs+HlNLgBZZZWKaBWCym+/fv3y2XyxmBQEA5HA7lcDhgGAZ+v594vV5it9s5h3ogxhIFYzHZ/aYLKyCOc4YUwhKDwfDk0qVL0x577DH1woULI20Wy3GA1+uF1+uFVCoN+Vq5ubn417/+pWxtbVU+/PDDaz/55JMnpVLpww6H401KqSfkBrCElOl6ACJNW1sb3+fzEafTSfx+P7hc7sgTm9/vh8fjIS6Xi7S0tPDT0tK8kbR1LFgBcZxCCOHweLzlBoPh8Xnz5ukfeeQRVWFhYaTNYjmO6O7uRrhnoCQnJ+Pll1+WP/LII/K//OUvT7/11lsPKhSKv1kslufZ+Rss4ebpp5/WPvvss3ET7Xfdddf1vPzyy1GXEMwKiOMMQgjh8Xhn6vX6NWeccYbm/vvvV6SnH9binGWS+P1+uN1uuN1ueL1e+P1++Hy+MV9+vx8Mw2A4BE8pBaV0ZPIoIWTkxeVywePxxn1xuVwIBAKIRCLweLwZOb20s7MT+fn5EVlbq9XiiSeekN13332y559//oFnn33290ql8kmz2byGUuqOiFEsxx08Hg86nc7b09OzGwCsVivHZDJx4uPjfcN5Z8nJybN4PF5U5u2wAuI4ghBSZjAYXly0aFHKU089pUxNTY20SVGNx+OBzWaD0+mEy+Uaebndbng8Aa83h8OBUCiEUCgEn88/6AYvFosPu/FzOJyDBMMwh4qKsQSI1+uFy+Ua+d7j8Yx8DwQuRkKhECKR6KCXTCaDSCSKKpHh9XrhdDoRExMTUTtiY2Nx9913i3/729+Kn3zyyQdefPHF38lksnvtdvtbbI4ES7j59ttvZStXrsxau3btgWuvvfawqoxogxUQxwGEkFyDwfD3pUuXFj777LNqNlTxMz6fD3a7HTab7aCvfr8ffD4fMpkMYrEYIpEIMTExIzdlPp8fVTdkIHBTdrvdBwkdi8WCAwcOwOkMlIJLpVJIpVLIZLKRl0AgCLutRqNxys2jQolMJsMDDzwguemmmyT333//Mx9++OEf+Hz+zT6f73O2aoMlXGzfvl0sEomYyy67zDx6e7T+CrIC4hiGEJJoMBj+WlRUdNLzzz+vLi8vj7RJEcXlcsFsNsNiscBsNsPhcIDL5UImk43cVPV6PaRSKWZi2Sqfzx8RPWPBMAwcDseIUGpra4PNZoPH44FAIIBcLodCoYBcLodMJgupQOrs7ER2dnbIzj9dNBoNnn/++di77ror9vbbb397/fr1bYSQ31BKKyJtG8uxh8fjGfkjs1qtnHfeeUe7ZMmSQa/XS5544gnNVVddNbBs2TJTUVHRSDOojz76KFYmk/lFIhEVCoWUy+XShoYGIQA0NzcLduzYIRpOwHQ6nRy73c5ZunSpXS6XB92jxvaBOAYhhKh0Ot0jMTExFz799NOqFStWcKLtaTnUOJ3OEaFgNpvhdDohFAqhUChGXmKxOOq8CJHC4/GM/KwsFgtsNhv4fP6IoFAoFEETFT6fDxs2bMDSpUuj/udfXV2Nm2++eaCmpqa6u7v7N5TSmkjbdLxzLHWiNJlMnIGBAW5FRYX00Ucfjevt7eX/+OOPdXV1daLVq1enmEwm/plnnmm6+eabjSeffLIdAAghpVNdZ+vWrdXz5s1zTdfO8fpAsALiGIIQwlMoFLfIZLI7H3roIeWVV17J53K5kTYrLDgcDvT19aGvrw8Wi4UVC0FgWFQMCzGbzQaJRAKNRgO1Wg25XD6tn2lnZydMJhMKCgpCYHVo2LRpE1avXt3f1dX1dU9Pz02U0oFI23S8ciwICK/Xi5tuuilx+/bt0urqaonX6yXLli0zrVmzpj0lJcULBIT222+/rXzqqacM1dXVkpUrV/Z/+OGHzdu3bxfFxMQwYrGY4fP5dCicSrlcLvx+PyilZChPijgcDo7NZuPk5OS4JRLJtG/2rIA4xiGELNbr9W9ceeWVhgceeEAmkUSkKVvYOFQwiMXig25sHA47Jy7YUEoP+rkPDg6OCAqNRoPY2NhJCYrt27cjPT0dSqUyDFYHD0op3nvvPd+dd945YLPZHhwcHHyRTbQMP8eCgACA9957T7527VrtqaeeOnjFFVeYhoXDWLz44ouqwsJC51hzLcIBKyCOUQgher1e/1JWVtYJr732miorKyvSJoUEn8+Hvr4+dHd3w2QysYIhChhLUEilUuj1euj1eohEosOO8fv9+Omnn3DiiSfOWI/Q4OAg7rnnnsF///vfnUaj8QpK6fZI23Q8cawIiJkEKyCOMQghPKVSeatUKr3j2WefVZ177rncmXpBHg+Xy4Wenh50d3fD6XRCq9XCYDBAqVSygiEKoZTCZrON/J9RSqHX62EwGBATEwNCCHp6etDb24tZs2ZF2tyjprq6GldffXV/W1sbG9YII6yACD+sgDiGGA5XXHXVVYb777//mAlXUEoxODiI7u5u9PT0gMvljtyAxqssYIlePB7PiJiw2WzQaDSw2WzIzMzEsTLVlVKK999/33fHHXcM2Gy2hwYHB//OhjVCCysgwg8rII4BCCEavV7/SnZ29gmvvfaaKlQTDMON1WpFe3s7uru7IZPJYDAYoNfrI9KfgCU0+P1+9Pb2oqqqCiKRCCqVComJiVCr1TM2lDEaq9U6Etbo6em5jFK6I9I2HauwAiL8sAJihiOVSi+Sy+XPrlmzRn3BBRfwZvpF1+VyoaOjAx0dHRAIBEhMTITBYJiR/RdYJofRaERXVxeKiorQ39+P9vZ2mEwm6HQ6JCUlITY2NtImHjXV1dW49NJL+7u6ut7o6+u7hx3UFXxYARF+2HHeMxRCiFqv179z6qmnlr322mtKtVodaZOmjc/nQ1dXF9rb2+Hz+ZCQkICysjIIhcJIm8YSBrq6uhAfHw9CyEjlht/vR09PD+rq6uB0OhEfH4/ExESIxeJImzstCgoKUFVVpf7zn/98w5o1a84lhFxEKd0ZabtYWEIB64GIYqRS6YVyufy5559/Xn3++efPSLFHKcXAwACam5thtVoRFxeHxMTEsIxwZokeKKVYt24dli5dOm4CrMfjGRGYAJCSkoK4uDjM1F4mNTU1uPjii/uNRuPrvb2997LeiODAeiDCD+uBmEEMeR3eOuWUUxa+/vrrM9Lr4PV60dbWhra2NshkMqSmpkKlUh0T8W6WqTMwMDBh9YxAIEBKSgpSUlLgcDjQ3NyMhoYG6HQ6pKamzjjRmZ+fj507d6off/zxG5999tnzCCEXUkp3RdouluiBYRj09vZyRSIR5XK5dPTfB8Mw8Pv9xOVyEa1W6w9G5ZnT6SR33nln/H/+8x+V1WrllpaW2tasWdNWWFg4rQm0rAciyhCLxeerVKoXnnnmGc2FF1444wSexWJBU1MTzGYzkpKSkJSUxCZDsmDPnj3Q6XTQ6/VTOo5hGHR3d6O5uRmEEKSlpUGv1884ITrsjejp6Xmtr6/vXkrpuE2DWI7MseSBcDgcRCqVlky0n9PprBKJRCM3661bt4p5PB6VSqWMQCCgXC535D2/3088Hg9xOBwch8NBRjefOv300zMopXjxxRdblUql/+mnn9auXbtWv3fv3mqtVusfb302iTLKIYTIdTrdu/Pnz1/0+uuvKzUaTaRNmjQMw6CrqwvNzc3g8XhIS0uDVqudcRd5ltAwmfDFZLBarWhqasLAwAASExORnJw8o8Spz+fDY489Zn/uuec6jUbj+ZTS6kjbNBM5lgQEwzDgcrmlL7300oHrr7/+sPHda9asUd9yyy2pfr9/++i/neTk5FmdnZ1CgUDADIsHm83GlUqlDCGEDosIsVjMWK3WnQCwe/duYXl5eV5bW9vu0YO1Tj/99IyzzjrLcuutt477M2VDGFEMIWSeXq//z1//+lf9pZdeyo+0PZPF7/ejpaUFLS0t0Ol0mD179oxzM7OEHpPJhNjY2KNu/hUTE4OioqKR8NimTZug0WiQkZExI5IueTwe/vCHP0jPP//8rPPOO+9HpVJ5n9lsfokdF3784nA4CAD8+te/Tv/1r3897n4ej4eM9kDs27evevT327ZtE82fP7/gH//4x/7ly5dbh7e7XK6Rpzin08m56aabug+dypmSkuLu6uqa1n2HFRARhBBCVCrV/xUUFNz+ySefqNLT0yNt0qTwer1oampCR0cHEhISUF5eDj5/xugeljDCMBTf7WrCwuy4oJ2Tz+cjPT0daWlp6OzsxLZt2xAbG4vMzMwZ0XBs1qxZ2LVrl/raa699/Pvvv19OCLmUUmqd+EiWcfnv6iQYayLTUU+X78B5z7dN51CxWEz379+/Wy6XMwKBgHI4HMrhcEbyH7xeL7Hb7RyBQHCQyBwtHo7E6P3KysqcZWVlB83ScLvd5JtvvlE888wzLdOxn+0HHCEIIWqdTrfu4osv/r+qqqoZIR7cbjdqamqwYcMG8Hg8LFmyBNnZ2ax4YBkTk92Da9/chju+6sbn+x1BPz8hBAkJCTjhhBMQFxeHXbt2obKyEhaLJehrBRupVIr3339f/uSTT56u1+v3EkLmRNomlvDT1tbG9/l8xOl0EqfTSVwuF8fhcHBcLhfH5XINbyMtLS0huched911SUlJSe5zzz13WgKW9UBEAB6PV24wGP754osv6s4999yo/z9wOBzYv38/TCYT0tPTkZuby86iYDkiO1pNWP3eDhgHXVCLOXhrcyuuOSEDXE7w82IIISMDvPr7+1FbWwsAyMrKQrRXMP3iF7/gl5WVJZ977rnfqNXqxwYGBp5mQxrTYJoegEjz9NNPa5999tkJ3XPXXXddz8svv9wezLXvv/9+/bp162K3bNlSN91zRP3N61iCEMLRaDQPFhYW3vjxxx+rkpOTI23SEXG5XKivr4fFYkFWVhYKCwvZxEiWI0Ipxesbm/HYF7XQSEV4aEkcBv0CPL6+Gd/V9uD0AkNI11er1VCr1bBYLGhoaEB9fT3y8vKienR4dnY2duzYoV69evUfPv3007MJIRdQSs2Rtosl9PB4POh0Om9PT89uALBarRyTycSJj4/3DXflTU5OnsXj8YIqKp977jn1888/b/jhhx/q4uLifNM9D/sYGSYIIXqdTldx5ZVX3rJ169aoFg9erxc1NTXYvHkztFrtiIuYFQ8sR2LQ5cWN71bhoU9rUJasw+urToCWa8EZs7KgjxHh9Y3NYbNFLpdj7ty5KCgoQH19PbZt2wabzRa29aeKSCTCq6++Kn/uueeWDIU0yiJtE0v4+fbbb2UpKSnFb7zxRsgU73vvvSe/7777kj7++ON90+3/MAwrIMIAIaTUYDDsePPNN+c+9dRTMdGaM+D3+7F//35s2LABUqkUS5YsGWk9zMJyJPZ2WLBizQZ8Xd2Dm8rz8OflpeBTJwQCMYR8AVYWpqLiQD/qugfDapdcLseCBQuQlpaGHTt2YOfOnXA6nRMfGCEuuugiXkVFRUJ+fv7nSqXyhkjbwxJetm/fLhaJRMxll11mHr09WFGtL774QnbDDTekvf/++/tH94eYLmwII8TI5fJfZGVl/fXLL79UR2uiJMMwaGtrw4EDB5CYmIglS5bM2PbBLOGFUor3t7bhgf9VQy4S4PkLFqAoXgUAMJm6oFLFAwDOnZWE17buwxsbm/H4BUVht1Oj0aC8vBxdXV3YsmULdDodsrKyojIBOC0tDdu2bVOtWrXqUb1eP89oNF5PKZ22m5klevF4PCNPZ1arlfPOO+9olyxZMuj1eskTTzyhueqqqwaWLVtmKioqGrnZf/TRR7EymcwvEomoUCikXC6XNjQ0CAGgublZsGPHDpHf74fH4yFOp5Njt9s5S5cutVdXVwsvvvjiTLvdzl2xYkXOaDtOOeUU81dffdU4VfvZRlIhghDC0Wq1fy0qKrryo48+UsTExETapDHp6elBbW0ttFotsrKyZlRjHpbIYnf7cO9He/DfnZ2Yn6zB/afPhlLy82C0mpofkZ29CDxe4Cb9+He78VV9BzbffQqU0sj9no0WzElJSUhPT4/KpGBKKR5++GH7c889V2M0Gs+klA5E2qZo4FhqJGUymTgDAwPciooK6aOPPhrX29vL//HHH+vq6upEq1evTjGZTPwzzzzTdPPNNxtPPvlkOxDwaE91na1bt1bPmzfPNV072U6UYYQQEqvT6T658sorS/785z/HROPFyW63Y+/eveDxeMjPz58RjXhYood9PVbc+E4VDvTZcE1ZNq6alwnOqFCXy2VHa+seZGcvGNnW2DeIX7y3HnedmYsbTsyIhNkHMRyy6+rqQkFBAbRabaRNGpNPPvnEd91113UNiYiaSNsTaY4FAeH1enHTTTclbt++XVpdXS3xer1k2bJlpjVr1rSnpKR4gUDn0rffflv51FNPGaqrqyUrV67s//DDD5u3b98uiomJYcRiMcPn8ymfzwchhHK5XPj9flBKic/ng8/nIw6Hg2Oz2Tg5OTluiUQy7Zs9KyDCBCEkQ6vVfv23v/0t6bLLLos6/+jwRbO7uxsFBQWYSS2zWaKD/1S1496P9kLM5+GBM2ZjbtLhv0NdXQ3g8QTQalMO2v7b/2xGp9WO9XeeBB43OoS1w+HA3r17QQjBrFmzolJMV1dXY9myZX1Go/Eah8PxSaTtiSTHgoAAAsmMa9eu1Z566qmDV1xxhWlYOIzFiy++qCosLHQGI29hOrACIgwIBIJT9Hr9e//97391paVT9jKFnO7ubtTV1SEpKQlpaWlR6bZliV5cXj8e+KQa/9jWhjkJKjx45hxopKIx962p+QnZ2QvA4x0cqvipsRv/99l2vHB5Cc4uDF53ymAwHM5LSEhARkZG1P199Pf3Y9myZQONjY3P9fX1PXC89os4VgTETGI8ARFdfyEzGLVafWteXt6/tm3bFnXiwW63Y8uWLejo6MCCBQui8uLIEt009dlx3vMb8Y9tbbhybgaeOb9sXPHgdjvA5fIOEw8AsDhNj/hYMV7b2BRqk6eMXq/HCSecAEopfvrpJ/T29kbapINQq9VYv3696rzzzvudTqf7hBAy9n/AsQ/DMAxbGhYmhn7WzFjvsXeRo4QQQnQ63Zry8vI/bt26VWUwhLZRzlRgGAb19fWorKxERkYGSktLIRIdr9ccluny2e4uLH92AzrNLjx1zjz8ZlEueEcQoCZTF5TKsb0LXA7BBUWpqGw2YW9H9LWc5nK5yM7Oxvz589HU1ITKykq43UdVKh9U+Hw+1q5dG3vfffedqtVqNxJC5JG2KdwQQrqdTid7IQsTTqdTRAjpHus9VkAcBYQQnk6n+/fKlSuv/uijjxRCoXDig8LE4OAgNmzYAEIITjjhBDbXgWXKuH1+3P/xXqx+rwppShneuPQELEzVTXic2Ty+gACA5QVJEPO5YW0sNVUkEgnmz5+PxMREbNq0CR0dHZE26SB++9vfil544YUirVa7jRASXbGgEOPz+R5sbm4W2O12MeuJCB0MwxC73S5ubm4W+Hy+B8fah82BmCaEEIlWq/3i5ptvLr333nul0dJsiWEYNDQ0oKenB7Nnz0ZsbGykTTruoJTC7/djKBN65DW8jWGYkf0opSCEjDTrIoSAy+WCx+ON+QrX71nbgAOr36vC7nYLLpmdhhsX54I/iaRHr9eFxsZK5OaWH3G/J3/Yi//VtKHi7pOhkUWP8B4Lj8eDvXv3wu/3o6ioCNH0oLBu3Tpm1apVHT09PadQShsibU+4qKqqOoPH491PKTWAfRAOFQwhpNvn8z1YUlLy1Vg7sAJiGhBCVFqtdt2jjz6afe2110bN1WRwcBC7du0aaZLD5jkEF0opHA4HnE4nXC4XXC4X3G73yL+93p+TqIdv+GOJgUMFw/C5AQyP8T1IcIx+De/H5XIhEokgFAohEokOekml0qNqBPZtTQ9u+9dOMBS499RiLM2YfFjOaGwCwzAwGI5cptk8YMNl7/yI207Lxs2nZE3b1nDS3d2N2tpaZGdnIyEhIdLmjLBr1y6cffbZPZ2dncsppZWRtofl+IEVEFOEEJKo1Wp/evXVV5NWrFgRFZ08GYYZKc1kvQ5HB6UUbrcbNpsNdrsdNpsNNpttpP2xRCKBWCw+6IY9fBMfqscOi50+n+8g8TL6ZbfbwTAMBAIBpFIpZDLZyEssFo8rLL1+Bk9+VY+XfjqAbG0sHj6rBIkK6ZTsqq/fiNTUEgiFE5dC3vrfrWgyDWLDXSdDwJsZYtfj8WDPnj1gGCaqvBFNTU045ZRT+jo7O69wuVxjPi2ysAQbVkBMAUJInl6v//bDDz+MW7x4cVTELFivw/QZ9iiYzWaYzWZYLBa43W6IRCLIZLKDbr5isXhGzQShlMLj8Rwkgmw2GxwOBzgcDuRyORQKBRQKBWJiYmC0enDT+1WobDbh/MJk3HxCPoS8qXkxvF439u/firy8Eya1/6ZmI27/ZBueWTUb586Onif6ydDV1YW6ujrk5OQgPj4+0uYAAHp7e3HSSScNtLW1/c5isbwdaXtYjn1YATFJeDzewri4uI+/+uorbX5+fqTNAaUUra2taG5uxuzZsyGXH3fJ2FPG6/Wiv78f/f39MJvN8Hg8kEgkIzdSuVx+XFSp+Hw+WCyWEeFU0WTCS7s88DDATWWJWF6YCaFQMuXz9va2wOfzIC5uciEJhlJc+vaPUMfw8d/Vi6e8XqTxeDzYtWsXBAIBZs2aFRXzY6xWK84880xTfX39E319fY9H2h6WYxtWQEwCgUBwYmJi4gc//vijOikpKdLmwOv1Yvfu3eBwOCgsLMTw3HiWgxkWDH19fRgYGAAhBGq1Gmq1+rgRC0fCz1A8810Dnv2uAakqGe5ZmgEVzwWrtQ8ejxNSqQIxMWrExGgmJSj27atAcnIRRKLJhz3+vasJf/2xBh/duAhzkkM2wThkUErR3NyM1tZWlJSUIBpm3ng8HlxwwQXmLVu2PG80Gu+LtD0sxy6sgJgAgUBwSnJy8j/Xr1+vjouLfLWU2WzGzp07kZGRgWgQM9EEwzAYGBhAT08P+vv7RwSDRqOBSqVihdYoeq1u/O4fO7CxsR9n5yXi9hNnQcT/+QmaUgZ2uwVWax+s1v4RQSGX6yCX68DlHtyl3efzYt++TcjPXzolO+weH8577Tucmq/DM6vmBOWzRQKLxYIdO3YgPT0dycnJkTYHPp8PF110kWXDhg0v9fb23hVpe1iOTVgBcQREItEZycnJ765fv16t1+sjagulFE1NTWhvb0dJSQlkMllE7YkWvF4vjEYjuru7MTg4CJVKBYPBALVazQqGcdhyoB+/fX8HLE4vfn/iLCzPn1iIDgsKi6UHFosRXC4PCoUBCoUBQqEEfX1t8HgciI/PmfBch/K3n6rxn90t2Ph/J0MfO3O9Qj6fD7t27QIhBEVFRRH//fP7/Vi1apXlxx9/fLW3t/f247X1NUvoYAXEOEgkkrOSkpLe2bBhgyrSU/q8Xi927NgBkUiEgoKCqIi1RhKn04nOzk709PTA5/NBp9PBYDBALpfPqETHcMMwFC/+1Ignv6pHokKKh88qQaZmehU7brcTFks3zOZu+Hwe+HxeJCbmQamMn/L/QbvZjkveWoffnpyJ206fugCJNlpbW3HgwAHMmTMn4rlJfr8fV1xxheW77757q7e39xZWRLAEE1ZAjIFIJDojJSXlvY0bN6oi3cFxOGSRnZ0dNdnekcDj8aCzs3OkI2B8fDwMBkNUTk6MRkx2D2771078UN+LU7Li8H8nF0IqDM6wWI/Hhdra9ZDJVHC5rFAo4qBWJ04pF+KOT7ahtteMirtPnnL1RzRitVpRVVWF1NRUpKSkTHxACGEYBpdffrnlu+++e91oNN4aUWNYjilYAXEIAoHglNTU1H9u3LhRHWnPQ0dHB/bv34/S0tLjMmTh9/vR09OD9vZ2OJ1OxMfHIzExkRUNU6Sq1YTV71ahz+bBzSfkYWVhSlA9NQMDHXA6B5GQkAe/3weTqQsDA+3w+31QqRKgUiWAzz9yv4Strb343X+34qmLinFBaWLQbIskPp8PO3fuhFAoREFBQURLrBmGwapVqyzr1q17yWg0sjkRLEGBFRCjEAgEJyYnJ3+wcePGiOY8UEpRV1eHwcFBlJSUgM8PzpPiTIBSCrPZjJaWFphMJuh0OiQlJbHNsaYBpRSvbWzGY5/XQisT4eGzSpCnVwR1DY6jB/juZrjn3Q2+YfZB73m9LvT3d2BgoAM8ngAaTTIUCsOYN1JKKS5/9yfIRBz877flx0woilKKhoYG9Pf3o7S0FALB4RNKw4Xf78dFF11kWb9+/fO9vb33RswQlmMGVkAMwePxFqakpHyyceNGTSQnanq9XlRVVSEmJgZ5eXnHzIV0IrxeLzo6OtDa2gqJRIKUlBRoNJrj5vMHm0GXF3f+eze+rO7GCel63HtqMWJFwRWixDMI9f+WQdC/G66k0zBw1gfj7ut0WtHX1wqLxQiFwgCtNuWw0tCP9rTgLz/sxQe/WYi5qaqg2hppurq6UF9fj9LS0oiWevr9fqxcudK8adOmv/b29j4UMUNYjglYAQGAEJKfmJi4btOmTdpIlkba7faR0duJiceGG3cirFYrmpqa0N/fj8TERCQnJ0dNe+CZyt4OC258twodJiduWJyLS+ekBV+I+T1Qf3EhBF0bYFIvhKpvA/qWfwZP/JGHaDGMHyZTF3p7m8Hl8qHTpSE2VgtCCJzeQEnnkmwtnr+8JLj2RgGDg4OoqqpCXl4eIunh9Pl8OP30001VVVV3mc3mtREzhGXGc9wLCEJIksFg2Pz999/H5+XlRcyOvr4+7NmzB7Nnz4ZSOfMa6kwFSil6e3vR2NgIAEhLS4Ner2e9DUcJpRTvbW3Fg/+rgVwkwJ/OnIOi+BA8yVMGiu+vg6TxA+zLuhXclJVI3XAB/LEp6Dv3G2CS/48OhwU9PU1wOMzQalOg0STjhU378M+dTVh/50mIVxx7uS4ejweVlZXQ6XTIyMiI2O+8w+HA4sWLB+rr6692OBz/i4gRLDOe41pAEEJUOp2u8qOPPkpdtGhRxO5eLS0taGtrw9y5c4/p7oiUUnR2dqKxsRExMTHIzMyMis59xwJ2tw/3fLQHH+/sRFmyFn88vRhKSWg8ObEV90K25zkM5v4OW2IXY5a+AJLWf0O+634MnP4uXKnLp3Q+n88Do7EJAwOd8Iv0WP1FE369NAN3nZkbEvsjDcMw2Lt3L3w+H2bPnh2x5MqBgQGUlZX1NzU1Lff5fJsjYgTLjOa4FRCEEIlWq93y2muv5S1fvjwidWOUUuzbtw8WiwWlpaXHbH8HhmHQ1taGpqYmqNVqZGZmspUUQWRfjxU3vLMdTX12XFOWjavmZYIToidb6e5nId98H+xpV6At40ZY3FakKJMBxgfNunNAeQL0XlgBcKb+u+z3+9DX14qHvt+H/RaKDXcuhVw29ZkcM4XGxkYYjUbMmzcvYk2n2trasHjxYmNbW9uJlNLaiBjBMmM5Lkc3EkJ4Wq32y8cffzw7kuJh9+7dcLlcmDdv3jEpHnw+HxobG/Hjjz/C6XRi4cKFKCwsZMVDEPlwezvOeW4DTHYf/nZeGX45Pytk4kHc8C/IN98HZ/yZsM76Pwy4zFBJhsJtHB6sub8D31wPccP70zo/l8uDXp+OXy4uhdXD4G8fbcTu3bvhcDiC+Cmih+F29BUVFXC73RGxISkpCV9++aXOYDB8Swg5PhKvWILGcScgCCFEp9P985Zbbin91a9+FZGaKr/fj8rKSgiFQhQVFR1zsX+GYdDU1IT169eDUory8nLk5uayyZFBxOX1464PduP3/96FPJ0Cb1xajrlJoWt6Jmz/Dop1N8CtmQ/LnMdBwYHNY4dM8HN/EnfcafAoChFT+Sjgc017rdIkDTI1MdjUL4RarUZlZSX27NkTsZtsKElMTEROTg4qKioiJpTy8/Px4Ycfxul0uh8JIcdW+QtLSDnuBIROp3vmggsuOO2ee+6JiG/U6/Viy5Yt0Gg0yM3NPabEA6UU7e3t+Omnn+B2u1FeXo7MzMzjqo9FODjQa8N5z2/EPyvbcNW8TDxzfhk00tDlzvB7q6D8+hfwxWTAPO85gCvEoNuKGIHs4N9fQmDLuw08ewekNa9Mez1CCC4qTkV9txWtLhFOOOEEKJVKVFRUoL6+Hj6fLwifKnrQ6XQoLi7G1q1bMTg4GBEbFi1aRF555ZVkrVa7jhBy7MaNWIJKVORAEEK4AM4GcAWAOQASAbgAdAD4HsB7lNItR7uORqP5fXl5+R/+85//yCORuORyubB161ZkZmYeU22ph6sq6urqoFQqkZ2dzXobQsSnuztx14d7wCMEfzx9Nham6kK6HtfSCM3HpwNEgP4T3gcjCqzXNNAMlUQFuejwBl/KimvAG6yD8dKdoILpzYJw+/w477XvUJauwstXzgUQ8Gw1NzejpaUFKSkpSE1NjWh3x2Bjs9lQWVmJwsJCqNXqiNjw6quvuu+5554Ko9F4CqWUiYgRLDOGiP/1EUJyAVQA+ARAHIDXAFwD4FYAHwE4EcBmQsj7hJBptyMUCASnJSUl3fvPf/4zIuLBZrNh8+bNyM/PP6bEg9lsRkVFxUgVSWFhISseQoDb58f9H+/FTe/tQJpKhjcuPSHk4oHjMEL9xQUgjA8DC9aOiAdKKaweG2KFY1fQWPNuA9c9ANmuZ6e9tpDHxbmzkvFtbQ/aBgKufQ6Hg/T0dJxwwgnwer346aef0N7ejmh4CAoGMpkMCxYsQHV1Nbq6uiJiwzXXXCO88sorS7Va7V8jYgDLjCKiHghCSB4C4mEQwJWU0nXj7HcRgJcA1AJYSimdkg+TEJKZmJi4qbKyUhuJBi5WqxWVlZUoKSmJ+HS+YOHxeFBbWwu73Y6CgoJj5nNFI20DDqx+twq7OyxYNScNNy7KBY8bWhFMPFaoP10OvqkOAwtfh1c1e+Q9q9uKXnsf0lVp4x4vr7wVQuNPMK7aCUYyvb85o9WJC974Ab8qT8W9y/IPe9/tdqO+vh5WqxWFhYXHTLtzr9eLrVu3IiUlJSIN5RiGwemnn27etm3bLRaL5a2wG8AyY4iYgCCE8AHUABACWEQpbZ9g/yIABkrp11NcJ1an0+384osv0kpKwt/dbnBwENu3b0dpaekxcYGjlKKlpQVNTU0jE0KPpTyOaOObmh78/l87wVDg3lOLsTQjDG3W/R6ovroEwo4fYZ73LNyGkw56u8XUCrkoFgqxYtxTcG3N0PywHI68X8FS/uS0TfnDF1XY2taLzXefAqlw7FJHs9mMvXv3Qi6XIzc395jIufH5fNiyZQuSk5MRie64VqsVpaWl/Q0NDWdQSreH3QCWGUEkQxiXAMgEcP1E4gEAKKW7pyEeuFqt9tNnnnkmMZLiYe7cuceEeDCZTNiwYQPsdjvKy8uRkJDAiocQ4fUzeOzzWlz3ViXiYiV4fdUJ4REPlIHix9UQtX+PweIHDxMPlFJY3IOIHSP3YTR+WSqcyRdCUvs6uIMHpm3OxbNTYXX58J8dHePuo1AosHjxYsjlcmzYsAFtbW0zPqzB4/FQVlaGtrY2tLa2hn39mJgYfPnll2qDwfA/QkjkhgOxRDWRFBDnAzhAKf0yVAvodLq//fKXv5yzatWqsD+SjBYPM73bosfjwa5du1BTU4Pi4mIUFBQcE0950UqXxYlLX96Ml346gPMLk/HihYuQIA9PYnzslvsh2f8vWHNvgTP5gsPet3vskPAl4JCJLx22nBsBDi9Q1jlNZhmUyNXJ8cbGpiOKAkIIkpOTsXjxYphMJmzatCliFQ3BgsfjYf78+Whvb0dLS0vY109PT8d7772n1+l03xBC2MQmlsOIpIDIBLAzVCePjY29qri4+IrHHntMNvHewWVYPMybN2/Gi4fu7m5s3LgRarUaixYtOiY8KdHMT/t6cfYzG1DdOYgHzpiNO04qhJAXniZj0t3PQ7Z7Deypl8Ke9esx9xlwmn5uHjUBjEgHe/qVkOz/N3h9u6dl03BJZ2OvHRv29024v0AgQFFREQoKCrBz507U19eDYWZuMcGwJ6KjowNtbW1hX/+kk07i3HfffZk6ne4fhHU3shxCJAUEB4A/FCcmhMyLi4t76j//+Y8i3BUXVqt1xPMgk4VduwQNj8eD7du3o62tDYsWLUJiYiIbrgghfobi6W/24arXtkIpFuLVS8pxek5C2NYX7/8A8s33wBV3GqyF9445EItSCotrEArh5BNm7ZnXgOHLEbtt+pOjT8mKg1IiwOsbmyd9jEKhQHl5YDLohg0bZrQ3gsvlYv78+WhtbUV7+4TR3qDz29/+VnTWWWedpFar7wn74ixRTSQFxAEAs4J9UkKIwWAwfPzll1+qw30DH67jLi0tndGeh2Gvg8FgwLx589iyzBDTa3XjF69uwZrvGnBWXiJeuXgxUlXh+90VtP8AxbrfwKOeC3PJXwAytsfD4XVCxBNOqfcC5cfClnUdRG3fQNC5YXr28bg4f1YKvq8zoqnPPunjOBwOcnJyUFxcPOO9EcOeiJaWFnR0jJ8PEipefvlleVpa2m0ikeissC/OErVEUkD8D0AeIWRRsE5ICOHqdLr/vfXWW/q0tPFLzEKBy+UaKdWcqW5+j8eDqqoqtLa2YtGiRUhICN8T8PHK5gP9OPuZ9djeYsI9pxbhvtOKIeKHby4Kr28XVF9fDp80Fab5zwPc8cWiyWmCSjL1TseOtMvhF+kRu/UBYJrJjecVJoPHIXhzU/OUj5XL5SPeiI0bN85Yb8RwTsSBAwdgNBrDurZAIMDnn3+u0mg0bxBC2AsDC4DICoi3ATQBeGUy/dcJIclDpZzjotVqH77qqqtyTzvttLB+ruG67VmzZs3Yfgh9fX3YuHEj9Ho963UIAwxD8fwP+3HZ2s0Q83l45eLFWJ4f3nI97mAT1F9cCMqPhWnBy6D8Iwtfk9MMhWgav99cEWw5qyEwboOo5bNp2aqRinByVhz+vb0dVpd3yscPeyOKioqwc+dONDY2zshKDT6fj/nz56OmpgZmszmsa2u1WrzzzjtanU73KSEkMuNDWaKKiAkISqkbwIUAkgBsIITMGW9fQsgZCDScenO8X1wej7ckOTn5+kcffTSscQu/3z/SnlqjCd0wo1BBKUV9fT3q6+uxYMECtjQzDJjsHlzz5jb85at6nJwVj1cvKUeGJrxeK46zF+rPV4L43IEuk+IjV+o5vU4IeQJwpzGmGwCcSefDJ0tDzNaHAGZ6sywunp0Gu9uHD7ZPPw9ALpdj8eLFcDgc2Lp1Kzwez7TPFSmEQiHmzZuHHTt2wGazhXXtE088kVx77bWZWq328bAuzBKVRHwWBiGkGMA/AWQD+A7ANwBaAfAApAJYDqAMwFcIdKs8zHdHCNEaDIZd27Ztiwtn5zZKKSorK6HRaBDukEkwcLlcqKqqglKpRE5OzjE1VyBaqWo1YfW7VeizeXBzeS7OLUgEh8MZEm0kLOKNeG1Qf7oC/P5qDCx6HV7VuNp9hA5LJ4Q8ATTS6YtkYefXUFbeAtPS5+HMuWJa57j+Xxth9Xrww+9PBIdzdD+rrq4u1NXVobi4GCrVzBtCabFYsGPHDixYsAAiUeiGqR2K3+/HwoULB3bu3Hmxx+P5LmwLs0QdERcQADDkVbgEwAUA5gHQAvAA6AKwHsA/KKXfjnMsR6fTrX/11VfLli9fHrbgMaUUu3fvhlAoRG5ubriWDRpGoxHV1dWYNWsWtFptpM2ZsVBK4fF44HK54Ha74XK5Dnq53W74/X5QSvF1iw//qvdAKST4TZEIaXI+AAKAglJmHJc6AZ8vhEAgAp8//BKCzxcNbROCTKInwwiMF6qvVkHY9j3M85+F23DypA7b21ODXG02eJyj8FxTCtX6S8DxDsB4SRXAm/pN7+v6Djzw1U68dvVcnJx79G3pHQ4HqqqqoNfrkZmZOeO8b319faipqcHChQvD2puls7MTc+fO7e7q6ioe66GO5fggKgTE0WAwGB4877zzbnvxxRfDGrqor6+Hy+VCUVHRjLroMAyDuro6WCwWzJkzJ6xPLjMZt9sNs9kMs9mMwcFBOJ3OkYx+gUAAkUgEkUgEoVA48u/h7x0+ijv/vRtfVnfjhHQ97j21GLGiyV3sGYaBz+eGx+OC1+uC1+se+uqCx+OCz+ceER58vghicQykUgUkEgWEQsnBv5uUQrHuBkga3oel+EE4Uy6elA0unwvNplbkarOn9kMbA0HvZqgqfgnLgkdgL7ppysf7/AwueON75MbH4O1ryo7aHuDgv4mSkpIZl//T2dmJ5uZmlJWVgcsNXwLul19+yVx11VXbjEbjInZy5/HJjBYQhJCygoKCr/7617/K8/Pzw1Y10NzcDKPRiHnz5s0o8eDxeFBZWQm1Wo3s7OwZZXs4GS0WzGYzHA4HBAIBFAoFFAoF5HI5xGLxpC7WezssuPHdKnSYnbhxUS5WzUkLyc+dUgqv1wWHYxAOhxl2uxlutwM8nmBEUCTWvwDl3udgzbkJ9pzVkz5352AXeBwedLLgeKqUFdeCP1iDnkt3TWvc9+tbG7B28z58e9sSZOqCVy7d09OD2tpazJ49GwqFImjnDQdNTU3o6+vD3Llzw/p3fdttt1nffvvtv/X29v4xbIuyRA0zVkAQQpR6vX5PRUVFQmJiInbu3Ak+n49Zs2aBxwtdgnBvby/q6+uxcOHCsKr9o2VwcBBVVVXIzc2FwcC2th/G6/ViYGBgXLGgUCggkUimfFGmlOK9ra148H81UIgE+NNZc1AYF/44u9frhsNhhnTvS0iufgrt2tOwL/0GSIVSSPlSxAhjIOQJjniO6p5aZGsywecGx0XOM1dD89OFsM65A9Z59035eJPDjfNf/x4Xz0vEw+cVBsWmYex2OyorK5GZmTnjyphrampACEFeXl7Y1vR6vZg3b97A3r17V/h8vk1hW5glKpixAsJgMHy5Zs2aUy6++GIeELhgt7a2oqmpCXPmzAlJOaXdbse2bdvCnrR0tHR3d6Ourm5G96gIJg6HA93d3ejp6YHX64VarYZSqYRcLp+WWDgUu9uHez7ag493dqIsWYv7z5gNhfjIN+lQImr8EMrvroHbcDLM856Bl2Fg9zpg99hhdVvhY/xQiORQihWQ8A/+/G6fGwcGmpGnywmqTfLK2yA0/jjtcd8Pf7MLP+zvwuZ7ToFcHNzYv9frRVVVFWJjY5GbmztjPHWUUmzduhWJiYlhFT+tra0oKyvr6O7uzqeUzswmGyzTYkYKCJlMdsnpp5/+4n/+8x/Foe9ZrVbs2LEDiYmJSEsLnrvY6/Vi06ZNKC4unjHuTUop9u/fj97eXsydOxcCQeRuYpGEUgqz2Yzu7m4YjUYIBAIYDAbo9XpIJMEdUlXfbcWN725HU58d1y7IxpVzM8GJ4A1I0PEj1F9cCK9iFgYWvgpwDxe+PsYPi8sCk9MMh9eBGIEMSrECsaJYGG1GEMKBXqYLql2Bcd8r4Mj75bTGfdcbLfjlPzbg3rPzcN2S9KDaBgR+Z2pra2Gz2VBSUhJSr2YwidR16s033/TeddddH3V3d18StkVZIs6MExCEEG18fPyePXv26McrvfL7/aiurobT6cTs2bOPOikqUsr+aPD7/QeFdY63Ek2/34/e3l50d3fDZDJBLpfDYDBAq9WGLFv9g+3tuO+/eyDh8/HgGbNRmhTZviC8vt3Q/O8s+EUGDCx+G1SgmPAYSimsbhtMLhMGXVZ4/B7Ex8ZBI1EHLYQxTOyuByBu/RDGS7bBHzt1EXDjBxXoczrx4x0ngXuUJZ3j0d7ejsbGRsydOxdSqTQkawQbu92OrVu3YuHChWHzlFJKccopp5g2bNhwqcfj+Sosi7JEnBknIAwGw9cvv/zyyeecc86ECQjd3d2ora096lLF2tpaAAhrbPFo8Hg82LZtGxISEpCamhppc8KG3+9HV1cXOjo64HQ6odVqYTAYoFKpQuqGdnn9uP/javyzsg0liSo8eMYcqKWRDXFxrS3Q/Pc0AAT95e+BEcdN+Rwevxf7ehuglihhclkASqEUK6CRaoIiJjguI7TfnQFn2gqYT35lysf/sL8L935ehZd+UYozCkKX12MymbBz507MmTNnxngfI5Gr1dXVhZKSks6hUIYlLIuyRJQZJSBkMtmqM8444+8ffvihYrLHOJ1O7NixY9rNkjo6OtDe3o758+fPiFio0+nE1q1bkZOTc9wkSw4ODqKlpQV9fX0wGAxITEwM2zCzA7023PhuFeq6rbhqXiauKcsCL8LeHo6rH5qPTwfHYcTA4nfgi82a1nl6bEYwlEFcTOD3yOv3YsBpQp+9DwKuAFqZFnJh7FH9Xchq/wpZw8swrlwPn+aIneoPw8cwuOjNH5CuleL96xdM24bJMJz/lJ+fD50uuOGcUHHgwAFYLBbMnj07bNeut956y3vnnXf+t7u7e3I1wiwzmhkjIAgh2oSEhD179uzRK5XKKR1LKUVDQwOMRiNKSkomHfc2m83YtWsXFi1aFNYmLdNleJR4UVHRjOysNxX8fj86OjrQ2toKHo+HlJQU6PX6sIZqPt3dibs+2A0eh4M/nj4bC1Mjf2MhXjvUn50Dft8eDCx8FV516bTPVWusR7oqFULe4SFAu8cOo60XNo8NKokKWqkGAu7Uc2yIdxDab0+HxzAPA2d9OOXj365sxN831eHL352AXENoE4Tdbje2bNmCjIyMGRHKpJRi165diImJQUZGRtjWPPXUU00bN2683OVyfRGWRVkixowJjOv1+vf+/ve/a6YqHgCAEILs7Gzk5+dj69atkxqH6/F4sHPnTsydO3dGiIeBgYGRaaDHsnhwOp2oqanBTz/9BIfDgdLSUixYsABxcXFhEw9unx/3f7wXN723A2nqGLxx6QlRIR7AeKH89mrwjVUwlz55VOLB6/eBocyY4gEApAIp0lSpyNflQcDho6FvP/b3N8Lmntpshp/HfX8LQef6Kdt57qwkCHkcvLGxecrHThWhUIiFCxeipaUFBw4cCPl6RwshBEVFRejq6kJfX1/Y1nznnXeUSqXyFULIzJwsyDJpZoQHQiaTXXrmmWe+8MEHHyiO9lxerxe7du0Cl8tFYWHhmNnVw0mTycnJiIubeuw43Aw3wJk/f37QqwqiAUopTCYTGhsb4XK5kJaWhvj4+IgkhrYNOLD63Srs7rDg0jlpuGFRLnjcKNDhlELx402Q7HsHlqL74UxddVSnM9p64WN8iI+d3O8/pRQ2jw3d1h54/V7oY3RQipXgTKbNtt8F7Xdnwh+bhL5zvwWm6G5//Lvd+Kq+A5vvPgVKaegrjRiGQVVVFSQSCfLy8qI+tOl0OrF582YsWrQobF023377be8dd9zxcXd390VhWZAlIkS9gCCE6BISEnZPJ3QxHhP1jGhsbITD4UBhYXCb1ISC9vZ2NDU1oays7Jgr06SUoqenBw0NDRCLxUhPT4+od+Wbmh78/l87wVDg3lOLsTQjenJMYrb9CTE7noQt+0bYcn971Oer792HFGUyRNOYV+H2udFjM8LsskAr1UAv000oJMQt/4Z81x8xcPq7cKUun9J6jf1W/OLdn3DnmTm48cTMKds7HSil2Lt3L/x+P4qLi6NeRHR3d4+0uw6HrZRSnHbaaaYNGzZc4XK5Pg/5giwRIeoFhMFg+Pzll18+fTJVF1NluGdEQkIC0tPTQQiByWTCnj17sHjx4qjvNNnW1jbcxGXG1KlPloGBAdTW1kIikSAnJyeinhWvn8FfvqrHyz8dQI4uFg+fVYoEefR4eiR7X4Zi0x1wJF+IweKHpvwEfyg+xoe63n2Ypc8/qvP4GT96bEb0O/phiDFAI1GPf/NifNCsOweUJ0DvhZuAKQ7t+u1/NqPDaseGO08Km0douFeE2+0Oa6LidNm7dy9EIhEyM8Mjsrq7uzF79uyunp6eLEqpPSyLsoSVKPC9jg+Xyz2xoKCgLBTiAQBiYmKwePFiOBwObNmyBXa7Hbt27UJJSUnUi4fW1la0tbUdc+JhcHAQW7ZsQUNDAwoLCzFnzpyIiocuixOrXt6Ml386gJWFKXjxwkVRJR5EB/4L+aY74dKfhMGi+49aPACA2WmGUqQ46vNwOVzEx8YhT5sLp9eJ6p4amJymsaeOcniw5v4OfHM9xA3/mPJaF89OQ7fFha+qe47a7sky3DZaLBZjx44d40xTjR7y8/PR1dWFgYGBsKxnMBhwzz33qLRa7WNhWZAl7EStB4IQwtfr9fUVFRVpaWlpIV+vq6sLVVVVSE9Pj/p+D62trSOlpceKeHA4HKirq4PT6UReXl5UJIL+tK8Xt/xjJ9xeP+46pQinZcdH2qSDEHSuh/rzlfDK8zGw8DWAJw7Keff1NSBRnggJPzjnG8bt86BjsAMunxtJ8gTECA8ptT2Kcd9+huKSt35AvEqED36zKKh2T4b6+vqRrpXR7IkYLkddvHhxWJLD/X4/CgoK+uvr6xdRSveFfEGWsBK1HgiVSnX7tddeqwuHeAACJVp6vR4mkwk1NTUjo5qjjba2tmNKPLjdbuzdu3ek8dWiRYsiLh78DMXTX9fjqte2QikW4tVV5VEnHnj9e6H66lL4pUkwlb0QNPHgZ/xw+zxBFw8AIOQJkK5KQ5oyBV3WHtT37oPD4/h5B0Jgy7sNPHsHpDVTayzF5RBcUJSKymYT9naEv4dRTk4OpFJp1HsipFIpsrOzw2Ynl8vF66+/rtbr9W+TaFZWLNMiKgUEISQuJibm1vvuuy8svWOHGxHNnj0bCxcuBI/Hw8aNG2G3R1fYrr29Ha2trceEePD5fKivr8emTZsgl8uxZMkS6PX6iD+9Ga0uXPHKFqz5fj/Ozk/EKxcvRopSFlGbDoVrbYX6iwtBuWIMlL0MKghOcjEAmF0WKMShrb4T88XI1mQiITYeLeZWNPYfgNvnBgB4tAvg1i5GzI4nQTxTEwLLC5Ig5nPxehhKOsciJycHYrEYu3btimoRER8fD6FQiObm5rCst3DhQixdujRbJBJdEJYFWcJGVAoIvV6/9rnnnlOHo487wzAjbWp5PN5Iz4iCggJs27YN7e3tIbdhMozOop7J4oFSira2Nqxfvx58Ph9LlixBUlJSxIUDAFQ09mPZMxtQ1WrCPacW4d5TiyHiR1cuDHENQPX5BSBeG0wL1oKRBNczMuAwQSUOjwdIJpQhV5sDtUSNhv5GtJrbwDAMrHm3guM2QbZrzZTOFyPk46zcRHyyqxN9NneIrB4fQghyc3PB5/NRXV0d9vWnwqxZs9DS0gKbbWp9O6bLs88+q5DL5c8QQmbGQBGWSRF1AoLH4y3Ny8tbuHz58rDY1tDQAIPBcNiYa5VKhcWLF6O7uxs7duyAz+cLhzljMjAwgPr6+hnveXC5XNi6dSv6+/tRXl6O9PT0qEhWZRiK53/Yj8tf2QwJn4dXLl6M5flJkTbrMIjPAfWXl4BnbYZp3nPwxWYH9fwMw8Dlc4YkfDEehBAoxHIU6PIg4ApQY6yFSZwCZ/xZkO55ARzH1JIiLyxOhdfP4L0trSGy+MgQQpCfnw+Px4P9+/dHxIbJwOVyUVxcHDZviU6nw913363SarWPhnwxlrARVQKCEMLXaDSvv/baa2F5BLJYLDAajeOWNfH5fJSWlkKtVmPDhg0wm83hMOsgrFYrdu/ejfnz58/YPg/DXoeKigqkpaVh9uzZUdPd02T34FdvbsNfvqrHyVnxeOWScmRoQtsSeVowPii//RX4xm0wl/wFXs38oC9hdlsgF8kj4g0ihMAQo0emJgPtlnbsS7gYxO9BTNUTUzpPqkqGsmQt3tncAo8vMnlMhBDMnj0bfX19aG2NjJCZDEqlEgqFImxdNW+66SaRSqW6jBASXOXLEjGiSkAolcrbr7nmmrAkTjIMg127dqG4uPiIHQ0JIUhOTsbcuXOxe/duNDY2hi2+6XQ6sX37dpSUlEAsDt9TYTAZ9jr09fWhvLw8qgYRbW8x4ew167Fxfz9uP3EWHjxjNqSCKPTwUAr5hlshav0Cg4X3wR1/ekiWMTlMUImDl08xHUQ8EXK1OaCyNHRoT4ak9g1wB6d2g7t4diqMVje+2NsVIisnhsPhYO7cuWhtbUVPT/hKS6dKbm4u2tvbwxLKGEqo1LAJlccOUSMgCCFamUx2W7gSJ/ft2zdm6GI8ZDIZFi9eDKfTiS1btsDtDm2M1ePxYOvWrSgqKpq0jdEEpRTt7e2oqKhAamoq5syZEzVeB0opXll/AJe8VAFCCV66aBFWFqVERR7GWMRsfxTSurdgy/o1nGmXhWQNhjJweB2QCiIfoh72RtBZt4MhHHB/vBMM45/08WUpWiQrpRFLphyGx+Nh/vz5qK2tDVvvhanC5XJRVFSEnTt3huXBaOHChViyZEm2QCA4J+SLsYScqBEQer3+z48++qgiHE/aFosFvb29U+7IxuVyMWvWLKSlpWHTpk0wGo0hsc/v94+M5I50SeN0cLlc2LZtG3p7e1FeXg69Xh9pk0awOL34zTvb8fBntViUqsPrl56AXF30zvyR1LyCmKon4EheCVvuLSFbZ9BlRexRjuYONnxZEpzpV0HT9Q3atr0Jm800qeM4hODColTsbDNjR+vkjgkVAoEA8+fPx65du2C1WiNqy3golUqoVKqwhTKefvpphVKp/CshJPIJUCxHRVQICEJIqlwuX3HZZZeF3H882dDFkdDr9Vi4cCH279+P6urqoPaMoJRix44dSExMhMEQPbMWJsNor0NKSkpUeR0AYG+HBSue3YBva434bXkeHltWihhh9Nh3KKKmTyDfcDtc+qUYLHowKF0mx2PAOQClJLLhi7GwZ10Lhi9Hce8naG+vQVtb9aS8EWflJUIq4OGNTc2hN3ICJBIJSktLsX37dng8nkibMyY5OTlhC2UkJibi4osv1shksl+GfDGWkBIVAsJgMKz529/+pgrHdMV9+/YhLi7uqMMCIpEICxcuhEAgCGrPiIaGBgiFQqSmpgblfOHC6/WisrISRqMx6rwOlFK8s7kF57+wCS4PgxcuWIBLS9Kj6mn7UARdm6D87lp4lUWwlD495dkQUyEwSdOOGEF09bsAfh73Len8AYUxfvD5ItTWboDTOXjE46QCHpblJ+Kz3V3oGXSFydrxiY2NRW5uLiorK6OySV24QxkPPPBAjFQqfZAQEvpafZaQEXEBQQgpTEhIWHTmmWeG3BabzQaj0YiMjIygnI8QgqysLMyaNQvbtm1DW1vbUZ2vu7sbfX19KCgoCIp94cJut2PTpk2Ii4tDSUlJVHkdbG4fbvnHTtz3370oTVTjjUtPQGFcdIeFeAM1UH21Cn5JPEzz/w7KC+3sjUG3FTECWdQKKkfa5fCL9JBvexAGfTrS0+fgwIEqmM3dRzzuwqJU+BmKdze3hMnSI2MwGKDRaKK2R8RwVUY4KkdUKhVWr16tUCqVt4Z8MZaQEXEBYTAY/v7888+rQ33xGh6/W1BQMO3QxXgolUosXrwYRqMRVVVV8Hq9Uz7H4OAg6urqMHfu3KDbF0p6e3uxdetWFBcXIzExMdLmHER9txXnPLsBn+7uxK8X5uDJc+ZBIY7uUliOrR3qz1eCcoQwLVgLKgx9WGHAaYJKEsWiiiuCLWc1BMZKiJo/hVgci5ycRejpOYCuroZxn5gTFVIsStXhnS2tcPsmn4QZSrKysuB2u9HSEh2i5lBycnJw4MCBsIRafv/730vEYvHvCCHRm4TEckQieqcihJQXFhbmlZWVhXyt7u5uCAQCqNXqkJx/uGeEVqvFxo0bp9QzwuPxoKqqCiUlJTOm1wOlFAcOHEB9fT0WLlwIhUIRaZMO4oPt7Tj3+Q0wO3x45rwyXDUvE5wofcIehrgGoP58JYjHClPZS/BLEkK+JqUUVrcVsYcOtooynEnnwydLR8y2PwGMDzyeAFlZC+DxOHHgQNW4eREXz07DgN2D/+2KXEnnaAghmDNnDlpbW9Hf3x9pcw6Dz+cjKysLtbW1IV9LIpHgvvvuU2i12gdCvhhLSIiYgCCEEL1e/+KaNWtC/ugzPHchPz8/1EshKSlppGfE/v37J4wnMgyDyspK5ObmzphyzeFEVLPZjIULFyIcLccni9Pjx50f7MLt/96FfL0Cb15ajtIkTaTNmhifE6qvLgVvsAnm+c/BJ88Ny7I2jw0ygTRqwxcjcHiw5t4SGPe97/3AJg4HKSlFiI1Vo75+Ezwe52GHzU1SI00lw+sbm6JmPgWXyx25RjgcjokPCDMJCQmw2WxhaZx37bXXCiQSyRWEkOhJmmKZNBETEAKB4JyTTz45ITc39BfKhoYGJCcnh+1GJ5PJUF5eDpfLhc2bN8PlGj+Jq7a2FhqNZsZUXLjdblRUVCAmJgZz5syJilbUwzT22nDeCxvxr8p2XD0vE8+ctwBqafSIm3FhfFB+dw0EPVtgmfM4PJrQe+SGGYiC5lGTxR13GjyKIsRufxTw/fw3pdWmIjExH/v2bYbNdnC/BUIILipORXXnICpbIlvSORqxWIzi4mJs37496pIqCSEoLCzEnj17Qi66+Hw+nnjiCaXBYHgypAuxhISICAhCCFepVP71L3/5iyLUa9lsNvT29oa9qoHD4WDWrFnIyMhARUXFmD0jenp6MDg4iKysrLDaNl0sFgsqKiqQlZWFjIyMqHpq/d+uTpzz7AZ0m114+px5uH5hDric6LFvXCiFfMPvIW75DNZZ98CVcFYYl6awuAcRK5oZni8QAlv+beDaOyGtWXvQWzExamRllaG1dS/6+g5OAjwjNwExQh7eiHBjqUNRqVSIi4tDTU1NpE05jNjYWCiVyrAkVF500UVclUp1JiEkONntLGEjIn17+Xz+Beeee64qISG0Md5QJk5OFp1Oh9jYWOzYsQO9vb3Iy8sDh8OB0+lETU0NFi1aFFU34vHo7OzEvn37MHfuXMhk0VPu5/b58chntXirogWFcUo8dOYc6GMi2/abYRj4fG54PC54vcMvN7xeF/x+Pyhlhp7sKJKb3oK0+R20JlyAltgFIP2NIOCAz+VBwOWDzxUMfeWDz+GDywmex8fusUPCF4NDZk7SrkdTNjTu+yk4cq8EFfycfycUSpCTswhNTVVwOq1ITMwHIQRiPg8rCpLxz51N6DQ7Ea+InrbwGRkZ2Lp1K7q7u6POC5mTk4MNGzYgLi4upLlZhBA88cQT6muvvfYxABeHbCGWoEPCHRccyn3Yt23btsykpNBOPOzq6kJXVxdKSkpCus5koJSisbERXV1dmD17Nnbv3o2cnBxoNNEdn6eUoqGhAQMDAygtLY2qEs22AQdufLcKezosuHROGm5YlAseNzw3Q0op3G4HHA4z7HYznE4rvN6AW50QAh5PCIFABD5/+CUEny8ClxsYGU8IBzH73oGm4g7YElagv+ghUBI4L0MpvH4vvIwXHr8HXr8XHr8XXr8XDA24u3kcLkQ8EaQCKaQCCcTTEAKt5jbIBDKoorCB1JHgmauh+elCWOfcDuu8Pxz2PqUUnZ31sNvNyMiYCy6Xh65BBy568wf8emkG7jozPPklk8XtdmPTpk1YsGBB1M28aW9vR39/P4qLi0O6DqUUOTk5fQ0NDcWU0s6QLsYSNMLugeBwOKctWbJEHWrxwDAM6uvrsWDBgpCuM1kIIcjMzIRarcbGjRuhUqlmhHiora2F2+1GWVlZVHlKvq7uxu3/3gWGAo8vK8WSjNA9vQXEgh12u2VEMPh8HgiFEkilCsTEaKDXp4PPF036ZyRq/gzKzXfBrTsBtjmPQMiZvDCjlMJP/XB6nbB7HOi29sDpdQKEQMqXTEpUUEphcQ0iMTb0lR7BxqcoGBn3bS+4Hozk4Pw7QggSEnLR19eGhoYtyMqaj7hYCU5I1+P9La245ZQsiPjRk7sjFApRVFSEqqoqLFy4MKrKuBMSEtDc3Ayr1YqYmNBV6hBC8OCDDypvvfXWBwBcH7KFWIJK2D0QcXFxO9etW1eck5MT0nWam5vhdDqRl5cX0nWmSm9vL+rr60eeNIqKiqLqqX6Y4fAPwzAoKiqKGvHg9TN44ss6rF3fhFydHH86qwQJ8uA3WvJ6XTCbe2A2d8PtdkAolEIqlUMqVUAiUYDPF0773ILuzVB/di68MVkwLXojaI2i/IwfDq8Ddo8Ddo8dTq8THMKBXCyHUqSAmC8e+X90eBzoGOxElmZq82CiBa6tBZoflsORdzUs5U+Nu9/AQAd6epqQlVWGPd2DWP2fzXh8ZSFWzU8Oo7WTo76+HgzDRN01q7+/H42NjZg/P/gj5Efj8/mQkZHR19ramkMpjc7pYywHEVapSwhZUFhYmBhq8eDz+dDU1DTlYVmhxuPxYO/evSgtLUVpaSl0Oh02btwIkyl6ssOBgHjYvXs3CCFRJR66LE6senkz1q5vwsrCFLx44cKgiQdKKRyOQXR21qO2dj0aG7fD7/ciKakAs2adhKys+YiPz4Fcrj8q8cAz1UH15SXwiwwwlb0Y1C6TXA4XMcIYGGL0yFCnY5ahAFmaTAi4AnQMdmJvTzVaTK2wuAbR7xiYcaGL0fhlKXAmXxAY921pHHc/lSoBBkMG9u2rwCy9DJmaGLy+qTlqSjpHk52dDZPJhN7e3kibchBqtRqU0pBPFOXxeLj77rtjNRrNXSFdiCVohNUDERcXt+HTTz9dXFpaGtJ19u3bBy6XG7SW1cFi+/btiIuLQ3x8/Mg2m82GHTt2wGAwIDMzM+I36+FhXiKRCHl5eRG3Z5gf9/Xid//YAbeXwV2nFOG07PiJD5oAhmFgtfbBbO6G1doPkUgGhcIAhUIPHi/4SWMcWwc0H58G4vNgoPw9+KXh7dzJUAaDbivMTjN6bb1QiBVQipVQiOXghXDWRqjguIzQfHcmXKnLYD7l1SPuazb3oLOzDvt8SXhiXS3eu64MizKiL4TodDqxZcsWlJeXg8eLnv+TwcFB7Nmz56iSvuvq6jBR2b7b7UZ6erqxs7MznVIanAFDLCEjbB4IQsislJSU3FCLB4/Hg46OjqgbRtXV1QVK6UHiAQj0jFi8eDE8Hs+EPSNCzbB4kEgkUSMe/AzFU1/X4+rXtkIlFuHVVeVHLR5cLhva2qpRU/MjzOZuKBQG5OcvRWbmPGg0SSERD8RtgvqLC8Bxm2Fa8GLYxQMAcAgHCpEcepkOsaJYxMfGw+1zo653H/b3N8LiGozKJ/PxYEQ6ONKvhKTxA/D6dh1xX4VCj8TEfKSSVshF/Kgr6RxGLBYjLS0t6uZlxMbGQiwWj1mOPhl2796NoqIivP3220fcTygU4uabb45VKBQ3TWshlrASNgERFxf358ceeyw0faRH0dDQgIyMjKhqcOTxeFBXV4fCwsIx3+dwOCgoKBjpGdHT0xNmC38OW4hEIuTk5ESFeDBaXbjilS149vv9WJafiLUXL0aKcnolpAzDoL+/HXV1G9HaugdSqRL5+UuRklIEuVwX2sQ1nyvQZdK8H+Z5z8InD31H1CMxPPtCKpAgQR6PAl0eDDI9+h392NtTg87BLnj9U5/nEgnsmb8Cw5cjdttDE+4bG6tFWnI+FhsIvqnpQdtA9HWBBIDk5GQ4nc6oC2Xk5uaivr5+yiLT5/Ph6quvRk5ODi655JKD3nO73XjwwQeRlZUFkUiExMRE7N+/XyQQCG4lhMyMvv7HMWEREISQNJVKNf/EE08M6TpOpxN9fX0IdYXHVBku2RQKjxw71+l0WLRoEZqamrB37174/eEZADScMMnlcqPG81DR2I9lz2xAVasJ955ahHtOLZ5W5rzX60JHRz1qan6E0zmItLQ5yM5eCJUqPjzZ7owfyu+vhbC7ApaSx+DRLgz9mhNgcpqhFCtGvieEQCaUIV2VhjxdLrgcLup79+HAQBMcnui8yQ4TGPd9PURt30LQuX7C/eVyHVaV5oAQ4I2NB8Jg4dQhhKC4uBh79+6d1mC+UCGRSKBUKtHR0TGl4x577DHs2bMHb7zxxkH9JPx+P1asWIFHH30UK1aswBtvvIGbb74ZX3zxBdxut04sFt8S7M/AElzCkgMRFxf35gsvvHDF+eefH9Ir9o4dOxAXFxdVDVk6OzvR2dmJuXPnTvqY4Z4RnZ2dKCkpCWnjJkopampq4PP5oiJhkmEo/v5jI576uh5JCikePqsEGZqpd0p0Oq3o6mqAy2WFVpsKtToRnCA2YZoUlEK+4TZIa1/DYMH/wZFxVXjXHwOXz4VmUytytdlH3I9SikH3ILqtRjDUj7gYA+QiecR/P8bE74L2+7Pgj0lE37nfApOw8a6PN2J7hxkVd58CeZS2O29paYHZbA55D4apMNzKfsmSJZMS4Hv27MHcuXNx55134k9/+tNB773yyiu47rrr8Pnnn+Oss37uwNrd3Y2SkhIMDAw43G53DKU0unp9s4wQcgFBCIlNSkpqbGpq0oQyrGCz2bBz504sXrw4ai5yHo8HGzduxKJFiyb0PoyF2WzGzp07kZ6ejqSkpJB8rvr6ejgcDsyePTviP7cBuwe3/nMnftzXi1Oz43HXyYWQCqaWSOZ2O9HZWQe32474+BzExGgi9rlkVX9BbOXDsGX8CraCOyJiw6F0DnaBx+FBJ9NO+hiX14VOaxdcPjeS5ImIEUZPJ9JhxC0fQL7rDxg47R240lZMuP+ergH8+t8V+GWhBH+4dGlU9V4YhlKKLVu2ID09HTqdLtLmjFBfXw+BQIC0tLQj7ufz+VBWVgafz4fKysrDytXLysqg1Wrx6aefHnbsm2++iauvvhoALqeUvhc861mCScj/auRy+bWrV6+WhTonYf/+/cjKyor4TXA01dXVkwpdjIdCoUB5eTn6+vpQVVUVdHdmR0cHTCZTVIiH7S0mnL1mPTY19uOOk2bhwTNmT0k8+HwetLVVY//+rVAq45CTsxixsdqIfS5J3ZuIrXwYzsQVsOX/PiI2jMWh4YvJIOKLkK5KQ6oyBV3WLuzra4DDe/jky0jiTDrvoHHfEzHLoESuTo7vWn3YtWtXVCaPDocyampqwhbOnAxpaWlobm6ecAjY448/jj179uD1118/bF+n04nKykqcf/75Yx57wQUXgMvlIjY2duLkFpaIEVIBQQjhiESi311//fUh9RE6nU5YLJaoUukDAwNwuVyIi4s7qvPweDyUlJRAr9cHtWeE2WzG/v37UVpaGlHxQCnFK+sP4JKXKsChBC9ftAjnF6ZM2ia/34fOzn2oq9sIsTgG+flLoFAYIvqZhC1fQL7+d3Bry2GZ/QgQJbMm3D4POIQDPnd6jcskfDGyNVmIizGg2dSCxv4muH3uIFs5TcYY930khqd0tlo82NntQlNTUxiMnDpisXg4sTDSpowgEAig0+nQ2Tl+x+n6+nr86U9/Ap/PR3l5OUQiEUpLS7FhwwYAwIEDB8AwzLiJ5TKZDOnp6RCJRPGEkPSQfBCWoybUV7ZTTznlFJlSGdqGNY2NjVHRQ2GY4aTEwsLCoNmUmJiIefPmYe/evWhoaDiqJyaXy4UdO3ZEfLaFxenFr9/ejoc/q8WiVB1ev/QE5OjkEx+IQFWF0diM2tr14HC4yM9fAo0mOeK/A/yerVB++0v45Pkwz/sbMIUW1aHG5AzO6O4YYQzytDlQS5Ro6G9Ei6kVXv/ET/2h5uBx3xN7SE7JioNKIsRP3Vx0dnZGXdXDMOnp6eju7obDET0JrRkZGWhsbBz3OnTzzTfD4/Hg0ksvxTvvvINXXnkFfr8fp5xyCjZs2ACLxQIAONK9QaPRoKioSKTT6f4vJB+C5agJqYCIj4+//6677gqpevB4POjr6zusv0IkaW5uhkajCXryo1QqHekZUVFRMa2eEQzDoLKyEgUFBRGdqrmn3YLla9bjuzojbj4hD48tK0WMcHI3W5vNhNra9fB6ncjLK4fBkBH+BMkx4Jn3Qf3lxWBE2qEuk9JIm3QQA04TlBJFUM5FCIFCrECBLg9SgQR1vXXotfVGNhRw0LjvVybcXcDj4rxZyfihvheatHzs3bsXdnv09S4aLvPes2dPpE0ZQSQSQaFQjFlyXlVVha+//hpPPvkkXnnlFaxcuRLXXHMNtmzZglmzZuGGG24Y2fdIgp9SirS0NMLn888lhAS/Xz3LURMyAUEISVKr1VlFRUWhWgJAwBWWmpoa8SfPYdxuN5qbm5GdfeQs9+kyfDHJzMyccs8ISil27dqFuLi4iIV7KKV4e3MLVv59E9xeihcuWIhVc9In9f/HMH60tdWgvb0aGRmlSEjIA3ea7vhgw7F3QfXZ+aDgwLRgLRhhyFueTInhvg4CbnBL6wkh0Eg1yNflweaxY19fAzw+T1DXmAqjx30Tj2XC/c8rTAaPQ/CP7V2YM2cOKisro6p0chiNRgMulxuRHjHjkZmZif379x8mGj/55BOo1WrceuutB20XCoX44x//iL1790IuD3gajxSS7e/vh0qlwtVXXy0Vi8Wrgv8JWI6WkAkIrVZ78+9//3tVqM4PBLJ8u7q6oqrvQ01NDXJyckLehnZ0z4g9e/ZMKslqOM6bnh6ZkKLN7cMt/9iJP/x3L+YmqvHGpSegMG5yDqqA12ED+HwhcnIWQySKnkoA4jZD/cVKcNwmmMpegl8afYOaBpymKSdPTgUuh4s0VSoMMQbU9zWg194XMW+ENf82cNwmyHatmXBfjVSEk7Pi8O/t7eCKpMjMzERVVVVUJlUWFBSgtrY2ahIqpVIpxGIx+vv7D9re2dmJtLS0MStbhucTmc1mcDgc1NfXj3lum82GpqYm5Ofn44YbbpDK5fLoKGNiOYiQCAhCCI/L5V5x8cUXh9Sv3NLSgqSkpKjpOhmsxMnJIhQKUVZWBolEgo0bN8JqtY67r9FoRGdnZ8R6PdR1D+KcZzfg092d+M3CHPzlnHlQiCd+GmYYP9rbf/Y6GAwZUeNtAhDoMvn1ZeCZ9sE89xn4FAWRtmhMBhzByX+YCLkoFvm6XNjctoh5I3zyfDgTzoZ0zwvgOLon3P/i2Wmwu334YHs7EhISEBsbi9ra2jBYOjWiMaEyKysLDQ0NB22Lj4/H/v37x/Tk1NTUAAjkdM2dOxefffbZmOf96KOPwDAMTj31VCQkJCAvL09DCImehhgsAEIkIDgczrLzzjtPPDyyOhQwDIPW1lakpKSEbI2pMNyQqaCgIKw3OEIIMjIyUFRUhO3bt6OlpeWwpyebzYbq6mrMnTs3ImLr35VtOO/5jbA4fFhz/gJcOS8TnEn8jOx2M+rqNoDHE0Sd1wFAoMvkD9dD2LURljmPwqNbHGmLxsTr94Ghfgh5058iOhWiwRthy7kZxO9BTNVfJtw3X6/ALIMCb2xqBsNQ5Obmwmq1or29PQyWTo309HR0dXVFdGbOaGJjY8HhcGA2m0e2XXDBBbBYLHjooYMrMK1WK+6//34sWrQIKSkpuOaaa/DBBx9gy5YtB+3X19eHP/7xj7joootGctvuvPNOTVxcHDulM8oISSOphISEzd99913ZRJPXjoa2tjZYrVbk50d2rsAw3d3d6OoKxFEjhc/nGwlnFBcXg8/nw+v1YtOmTSguLoZCoQirPU6PH3/8eC/+vb0dpYlqPHDGbKgn0fWPUoqurn0YHOxFSkoxxOKYMFg7RSiFfOMdkNasxWD+nXBk/jLSFo1Lr60XXsaH+NjweMZG42f8aDW3wct4ka5KC+vUz9jdD0Lc8gGMF2+FX37kybzf7OvE/V/uwGtXz8XJufqRv5uioqIjVgpEgo6ODvT39yPU+WWTpb+/H83NzRg9KPH+++/HQw89hPPPPx8rVqzAwMAAXnjhBQwODmLDhg3IycmBz+fDmWeeic2bN+Pmm29GcXEx2tvbsWbNGvD5fGzcuBF6vR5A4IExJSWlt729PZVSGj3lKMc5QfdAEEK0sbGx6aEUD0Cg0mGiTmjhglKK+vr6CUfVhhoej4c5c+bAYDBg48aN6O/vx44dO5CZmRl28dDYa8N5L2zEB9vb8cv5mfjbeWWTEg9+vw+Njdvg9/uQk7M4OsUDANnOpyGtWQt7+tVRLR6AoeFZYQhfjMWwN0Ij0aDOWA+nN3xPzrbsG0A5fMRUPjrhvidlGKCVCvH60JROPp+PuXPnYufOnfB4IpcUOhbx8fEwm81Tqhj505/+BELIYa/RU4vHGmy1evVq9PX1HfHcKpUKNpsNbvfPPUEefPBBvPXWW2hqasJvfvMbPP7441i8eDEqKyuRk5MDIHC9+vTTT3H77bfjX//6F6688ko8/fTTWLZsGbZs2TIiHoBA8viqVavEfD7/nEl/aJaQE3QPRExMzK0PPfTQY7feemvI/KUmkwn79+/HvHnzQrXElGhtbYXVakVBQfTEv+12OyoqKsDn87FkyZKwhlX+t6sT//fhbvC5XPzx9NlYkDK5tslutwONjZXQ6dKg0URPYuyhiOvfhfLHG+FMWA5LyZ+jplHUWPgYH+p692GWPvKeOofHgcaBJiTJE6EQT67fx9Eiq/0bZA0vwbjyJ/g0Rw6hv7GtAS9X7MO3ty1Bpi4gXDs7O9HV1XXQ03U0YDQa0dbWNmm7li1bBqvVittuu+2g7RKJBKeffjr8fj/OOuss/Pjjj1i9ejXmz5+P1tZWrFmzBgKBAJs2bTrijKGWlha4XK4RcRAKamtrceqpp27u6OiI/EQ6FgAh8EDExMT8+rLLLgtpsLWpqSlqvA9+vx+NjY3IysqKtCkHweVyweVyoVKpUFFRAacz9K2H3T4//vDfvfjt+zuQro7FG6vKJy0erNZ+NDRsQXJyYVSLB2Hr11D89Fu4NQthmRM9XSbHw+y0QCEKz816IiQCCXK12eiydqHL2h2WvIiRcd9bH5xw33MLkiHgcvDGpuaRbfHx8WAYBl1dXSG0curodDq43e6RhkwTsXXrVqxcuRLnnXfeQa/TTz8dAPD666/jm2++wX//+188/fTTWLVqFe68886Rstabb775iOdPSEhAZ2fnhO2tj4a8vDzIZLIMQogmZIuwTImgXv0IIZkpKSmq0a6nYON2u2G1WqFWR0edfXNzMxISEg4aUxtphvs9FBQUoLCwEFlZWdi8eTO6uyfOSJ8urf0OXPj3Cry9uQWXlaTj+ZULoIuZXBKt0diM9vYaZGcvgEwWXfHm0fCNlVB+exV8sTkwz38W4ETP//l4DDgHoJKEtJp6SvC5fORos+HyunBgoAlMiActjoz7bv8Ogs6fjrivUiLEaTnx+HB7ByyOnysIioqKUFdXF3WhjLy8vElVizQ0NKCvrw8nnngiXC7XmDf5tWvXYtmyZQdNxQQAg8GAhx9+GB9++OERx3jzeDxotdqQXmMA4Nprr42VyWSXh3QRlkkTVAGhVquvvfHGG0N6tWpra0NycuRbFgOA1+tFa2trxPoqjEd7ezuEQuFIsyitVotFixahpaVl0j0jpsLX1d1Y9ux6NPfZ8fiyUtxUngced+JfLYZh0NKyGzZbP3JyFkEgCF3VztHCNe+H6ouLwAjUMJW9FHVdJsfCz/jh9nkg4UfXz5VDOEhTpUImlKGutx4ef2hvzI60y+AXGxC75QFgAq/HhUWpcHr9+Fdl28g2oVCInJycqOoECQTaQHO53AlzFDZv3gwAOPPMMyEWiyESiXD22WePlFROZrAVh8PBt99+e8R1UlNT0dzcPPUPMgWuuOIKYUxMzG9CugjLpAmagCCEEB6Pd/n5558fsjpBSina29uRmJgYqiWmRHNzM5KTk0PeNGoqOJ1O7N+//7B8DKFQiPnz50MqlU7YM2KyeP0MHv60Bte/vR2JsVK8vuoELMkYP046Gr/fi4aGzRAIxEhLK4mKVtTjwXF0Q/35+QAFTAteBiOaGR5Us8sStlyD6aCX6ZAQm4D63n1weEKYWM8VwZa9GoLe7RA1Hz46ejQ5Ojlmx6vwZkUz/MzPYiM+Pn6oOii6Qhm5ubnYt2/fEfepqanBVVddhUceeQSfffYZHnvsMVRVVWHRokWoqamZ1GCrtLS0Cb0dw63xbTbb9D7MJIiLi0NiYqKaHbAVHQTTAzFv3rx54lDOV+jr64NCoYjoAKhh/H4/2tvbo6YPBRAQWLt370ZBQcGYPyNCCNLT01FcXDxuz4jJ0ml24pKXKvDKhiZcUJSCv1+4EPHyybWr9/m82LdvM7TaFMTFRdcI9kMhHgvUn18AjrMPprIX4ZelRtqkSROs4VmhRC6KRaY6E40DB2D3hG4Oxci4760PTTju+6LZqWg3OfFt7cFtowsLC6MulBETEwMej3fEltCPPvoo3njjDVxzzTU4++yz8fvf/x5VVVXgcrlYvXr1pAdbTWYScGpqKlpaWqb+QabAjTfeqFKr1deFdBGWSRE0AWEwGG688cYbQ5qY0NzcfFDZUSRpbW1FfHx8VHkf2traDgpdjIdcLkd5eTlMJtO0ev+vqzdi2Zr1qOuy4qEz5+D3J86CgDc5D4LP58G+fRUwGDKhUiVMad2w43dD9dXl4JnqYJ73N/iUYz+hRSMMZeD0OiHhR/8MIjFfhCxNJg4MNMPqDtHT6/C4b8u+Ccd9n5CuhyFGjDeGSjqHidZQRlZW1hG9EGMJ9Pj4eNx6661Yt24dfD7fuPsNQymdlNA3GAwwGo0hbbd9wQUXcHk83uUkmp88jhOCIiAIITwAZ5122mnBON2YeDweOByOsPczGAuGYdDc3BxVuQ9OpxONjY2TLiXl8XiYPXs24uPjsWHDBgwMDEx4jM/P4Mmv6vHL17dBJRbhtVXlODV78lNQvV439u2rQEJCDpTK8Dc1mhKUgfKHX0PYtR6W2Q/Dozsh0hZNCYvLArlIHtXendGIeCJkazLRbGrBoPvow2tjMdlx3zwOByuLUlBxoB+1XYMHvReNoQylUgm/34/BwcGJdx7F7NmzAWCkO+1Eg60mc+3lcDjQ6XQwGo1TsmUqxMTEoLS0VAwgumprj0OC5YE4+ayzzhKE8mm8s7MzakZ2d3R0QKfTRUUoBTi46mKqNiUkJKCsrAw1NTWor68fN6RhtLpwxatb8NwP+7E8PwlrL16MZOXkw1VerxsNDZuRkJAHuTx0VTpBgVLEVtwN8YGPYM37PVxJ50baoikTrtkXwUTIEyJHm4UWUyusoRARUxj3fU5BEoQ8Dt4cVdI5zHBVxujGSZFmrJkUEzHcDpvD4Ux6sNVkSExMDHkb8BtuuEGj1+uvD+kiLBMSFAERHx9/1eWXX64IxrnGo6OjIyqSJymlOHDgADIyjtwaN5y0tbVBLBZPe0S3RCLBokWLwDAMNm3adFjPiIrGfpz9zAbsaDXjvtOKcfepRRDxJ5/06PN50dCwBQkJuZDLIzNGfCrIdj0D2d4XYU+/EvbMayJtzpRhKAOH1wGpIPorRQ5FwBUgW5OFZlMrbCHIiQiM+y6fcNx3rEiAM3MT8dGODgzYD855EAgEyM3NjapQhkajgcPhgMPxczKqzWaDVqvFmjVjTyX94osvIJFIUFJSMunBVpMhNjYWDocjpGPRh2w5mw1jRJajFhCEEOL3+09esmRJMOwZk+E/ilAO55osPT09UCgUEIkmbsscDrxeLxobG496JgiHw0FeXh6ys7OxefNmdHV1gWEonv9hPy5/ZTOkfB5euaQcZ+dNTcQNV1vExWVFv+cBgHjf+4jdej+c8WfBWnAXMAOvT4MuK2KEMTMmfHEoQp4A2ZpMNA00wR6C6gxr/q2TGvd9YXEq3D4G/9jWeth7cXFxYBhmwhLKiXA6nVi9evVRnQMI5C9kZmYeNKlTJpOhpKQETz/99GEhyq+++gpvvvkmrrvuOgiFwikNtpqMLXFxcejs7DzqzzUeIpEI+fn5AgCha33JMiHB8EAUlZSU8ELpzo8W7wMANDY2jsy0jwYaGxuRmpoatHDKcM+I5pYWrHr+e/zlq3qckhWPVy8pR4Z6anMpGIbB/v3boNenR3/OAwBh27dQ/HgT3JoFsMx5PKhdJv2MHy6fC4NuKwYcA+h39KPX3odeWy967X3os/ej3zEAi2sQDq8TPsY37QqZwOyL6GkeNR2EPCGy1Jk4MHAALl9wQwWTHfedoY5BaaIab1W0wOc/vPlSfn4+amtrj6qj5u23347q6uqDtk13JoXBYMDAwMBBVSJ///vfYbFYUFpaiqeeegr/+Mc/sHr1aqxYsQJz587Fo48G5oT86le/wtKlS3HKKafgnnvuwT//+U889dRTKC0tBZfLxTPPPDOlzxWOMMbll1+uUigUF4d0EZYjctRXSLVaveryyy8PafVFtOQ/DA4OgsvlQiqNDtewy+VCd3d30EtJhUIhhHE52NrhwjnpAty1JB0SwdTzW1pb9yA2Vhf91RYA+MbtUH5zJXwxmTDPexbgTr3LJEMZ2D12GG29aBpoRo2xDnu6q7Gnuxp1vfvQZm7HgGMATq8LHp8HPsYHP2XgZ3zw+r1w+9ywuCzoHOxEQ99+7O2pwZ7ualT31GB/fyO6rN0YdA3Cx4yf4U4phc1jQ4wwykafTwMRX4Q0ZSr29zfCf4TPPB1+Hvf9xBH3u3h2GrotLnxV3XPYezKZDLGxsdNOqPzss8/wwgsvHLTN7/djxYoVePTRR7FixQq88cYbuPnmm/Hxxx9j/vz5R+z0SAhBcnIyWlt/9pikp6dj8+bNmDdvHh555BFcddVV+P7773Hffffhhx9+gEQSqNKZymCryTB83lC20F+xYgVXLBavCtkCLBNy1MO04uPjG6qrqzNDNfLWYrGgvr4e8+fPD8n5p8LOnTsRHx8/7VyDYLN7926o1WokJAT/Bv3kV/V4Yd1+/PvyMgx07YVOlwqNJmXSbnGjsQk22wDS0kqi3pXOtTRC8/HpoBwhBsrfAyOa3P+vz++D2WWG1W2D3esAKIWYL4ZUIIVUIIGYLwaXcI/68wc6Srph9zpg99hh9zjAUAZivggygRQKkQIifiCkZnENYsAxgDRV6lGtGU302fsw4DQhS50Z1N+lyYz79jMUl7z1A+JVInzwm0WHve90OrFlyxYsWbIEHM7kn8eMRiMKCwthNBqxdOlSrFu3DgDwyiuv4LrrrsPnn39+UFvp7u5uzJs3DwsXLsS//vWvcc/r9XqxceNGLF26NOJ/d83NzfB6vSGdEzRr1qze6urqAkppb8gWYRmXo/JAEELiDQaDPFTiAQi0ZU5KivxwJa/XC7PZDK12csOhQo3dbofZbA6ZZ+a7OiOK4lSIU2mQm1sOu92MxsZK+HwTN9EZHOxDf387UlNnR/wiNhEcRw/Un58PwvhhWrB2QvHg9LrQNdiNGmMd6vsa4PZ7oJGqkafNwSxDATLU6TDE6BEjjAGPwwvK5+dyuJAIJNBKNUhVpqBAn4dZ+nzEx8aDQzhoMbdhT3c1Ws1t6LH1QClWHPWa0YRGqoGIJ0LHYHBj6j+P+35k3H24HIILi1NR2WzC3o7Dky6Hk5fb2trGOHp8fvWrX4FhmJFhVsMc7UwKPp8PlUqFnp7DPSbhJj4+PqR5EACwatUqmUAgWB7SRVjG5agEhEQiOe/yyy+PDZYxh0IphdFojIon/tbWViQlJUXNDbGurg65ubkhsafD7ERt1yAWpwV+7lwuD6mps6FSJaCubiOs1v5xj3W77Wht3YOMjHlR3Z4aAIhnEKovLgTHYYSp7O/wy8ae8OryudBmbh+5SXM5XGSqM1Cgz0NCbDxihDHghvmzEkIg4Yuhk+mQo81Cvi4XMoEMgy4rWs1tODDQBKvbGpaJl+EgSZ4Iu8eOfsfE/UomCyPSwZF+JSSNH4LXt2vc/ZblJ0HM5+L1QxpLDZOVlYUDBw5MunnSc889h88++wyvvvoq4uJ+zg2aSTMpJoNAIIBYLJ5yf4qpsHLlSrFOp7s6ZAuwHJGjEhBKpfLK8847L2Sju81mM+Ry+Uijk0hBKUVbW1tUeEKAQFjH7XaHTFh9P9TCd3HawXFPlSoeWVll6OioRWfn4T0j/H4vGhsrkZo6GwJBdFSpjIvfA9XXV4A/UA3z3L/Cqyw+6G1KKQYcA6g11qNpoAUSgRgFujzkaLOgk2kh4EZHD5BhuBwu+FweVBIlCg2zoJFqYLT1Ym9PDbqs3fBN0L452iGEIEOdga7BrqC2vLZnXgNGoDjiuO8YIR9n5yXik12d6LUentDJ5/ORmJiIpqamCderqanBnXfeid/85jc455xzDnovWDMpYmNj4ff7DyrpjBTx8fEhbbqVl5cHQkgeISTKLzjHJtMWEIQQCZ/PTw9lP4Tu7m4YDJMbzhRKBgYGEBsbGzUju2tra4+6bPNIfFtrRKJCghTl4cmiQqEEOTmLQClFff0meDyBJKlAf4wq6PUZUT2SGwBAGSjW3QBh548YLP4TPPqlI2/5GB86B7uwt6caVrcNacoU5OlyoJaopxTjjgQDDhOUYiUIIYgVxiBDnY48XQ4ICGqN9Wg2tcDpdUXazGnDG/L8HBhogtcfnB4DlB8DW+Z1E477vrA4FV4/g/e3Hl7SCQSSFdva2o7Y+8Dj8eDyyy9Hamoqnn766cPeD+ZMipSUlJDPpJgMOp0upOEUQgjOPvtsAYATQ7YIy7gczRXxlHPPPTdk3gcgkGgUDTkH0TSDo6+vD1wuN2Qtve1uHzY19mNxqn7c8AghHCQk5CI+Pgf79m2GydSFzs56iEQxUKujo9z2SMRu/gMkjR/AmncbnMkBdzHDMOgc7EKtsQ4cwkG+Lg8pyuSR5MRoh1KKQfcg5KKDI4o8Dg+GGD1m6fMhF8nRZGrGgYEmuCeRyxKNiPgiJCuS0NDfGLTwzGTGfacoZViQosXbFS3w+A4v6eRyuUhPTz9iN8i7774bNTU1eO+9947Y0yYYMyni4uLQ3d0d8RCWQCAAl8sNaTXGxRdfLI+Pj78yZAuwjMu0BUR8fPwFK1asCFn+g8PhgEAgiHi7aJ/PB6vVesSngnBBKUVtbS3y8vJCtsb6hj54/QzK0yYOj8TGapCbuxjd3fvR29uC+PjskNkVLKS7n4Vsz3Owp10Be+a1gTwbWy+qjTUgICjQ5cMQow97TsPRYvc6IOaLwRmndwUhBEqxAnnaHCjFCjT0NaDV3Aaff+aFNuQiOeTCWHRag+Qan+S474uKU9Frc+OLvWOvm5SUBKPROObN8rvvvsNf//pX/N///R9SU1NhNpthNpvh8Xjg8/lGwrVAcGZScLlcqFQq9PZGvjjBYDCE1AuxePFiMAxTHrIFWMZl2gKCYZilCxcuDKYtBxEt4YthO6IhebKrqwuxsbEI5cj072p7IBPyUBw/uUZEHA4XDOOHVpuC+vqNcDpDlzB1tIgb/gX55vvgjD8TgwV3YcBpwt6eGrh9buTpchEXa4j6MMV4DDgGJtU8KiAklCjQ50PMF6O2tw4dg51gmMOfqqOZuFgDzE4zHEHqVDmZcd9lKVokK6XjJlNyOBxkZ2cfNhlzYGAAV111FSileOihh6BUKkde77//PjZu3AilUok1a9YEdSZFUlJSyJs5TQaDwXDE/hVHi1AoRHx8vJAQEvkbxnHGtK6WhBCVRqORDDcLCQXRIiDa29ujogsmpRQNDQ3Izg7dUz7DUHxfZ8SCFB143Mn9anR01EGjSUJCQi5SU+fgwIEdMBqbI+46PRRh+3dQrLsBbs189BY9hH39TTC7LMjRZiFJkQgeJ3rGsk8VSiksrsPDF0eCEAKtVIMCfT444KDaWBu6UdohgEM4SFOmosnUDIYGQfyMGvct2ffeOGsSXFiUip1tZuxoHdtLEBcXB4vFcpAXwuVy4Z133sEPP/xw2OuMM85AcXExfvjhB9xxxx1BnUmhVCphsVhGxnVHCqlUCpfLFVI7li9fLiOELJ14T5ZgMt3HrSVnnXVWyNSD1+vF/7N33vGRndXd/97pvaiX1Upa9S1e924ggCE0E4qBhAQICQkEggkBQiihvEDeACG0UN+AbXroNhiMdw24rcvaW7y76r3OaHqv93n/mJW2qWvu3NFa33zyATQz93lWmpnn3HN+53ey2azqsy/S6TTZbFbRO/614vP5sNvtiv5Ojk6F8MczaypfAMRiAeLxEDU1hbHmFouD7u4bSCTCDA8/sSbPiFKgnz+C+3d/Rc7exvCej9EfGKfWXsOuilYMG3CcLDeS2SQmnXFDZReNpKHeUUdHVRtT4SkmQpNbJhthMVhwmVzMRotzd5uuv5mMez/2J/992XHfL+rZgdWg4/YlpnRCITDbtWvXOR0ZDQ0NPOc5z1ny/+vq6nC5XDznOc+hvb296DMplL77XyvV1dWKllNuvvlmS0NDwysVW2CbJdlQANHY2PiKF77whYqdql6vd93WqUowPT2tiMvjRijFBNCDvR60ksS1zasHELKcZ3z8+AVmUQXPiP1UVOxY1TOiFGgjI1T85lZkvYMnO99PKC/oqenGZXKquq9iEkgGqbBsTqNj0pnoru7CoDVwagtlI4paypAkYj2nx32f/OaST7EadLx0dxO/Pj6LJ7J0R0tDQwMej2dDd9xbcSbFWlgQdSrFVVddRT6fV66mvs2SbCiAkGX5WUrrH7YDiDPE43FyudyiyEopDvR6uaTBjcO0unC1ULrYicm09FyQM54RfUxP9yGKkWZeJ5qEl8p7XonIp3ms/V9wuXvYVdG6pcsVSxFKhnCZXJu+jiRJ1NlraT+djZgMT5VdKep8NlLK8Pq8fPDTH+Lql11L6/Vt3PjKm/iPr3yaSDRCpurqxXHf2aiXz33uY9xwQwe7dpm44oodfOADb+f5zQ7ysuB7jy7dJqnRaGhoaNjQwV3smRR2u51MJkM6XdyBZOvF7XYTCoUUez+d1kGYtnUQpWXdAYTS+gchBOFwWLE2xbUSi8XQ6/UYjYp2qq6J0dFRWluXdkksFlPBBP1z0QvMo5biTOli5T0VPCMKgWZ//yHSaeVauc5HykSp+O2taGIzHO/6AM3Nz8NlvniyDgsks0n0WkNRu0YWshEAA76hFYd3lQMWgwWX2cVsZPU73Hn/PC//m1fwm9//hje++g3810c+x8tf8HLu+MkdvORNLyMWjxXGfWdCPPDvz+ZLX/oUN9/8Mv7rv27nb/7mndx77y/529c9iysbnHz3sQlS2aV/Ny0tLYyPj696YN5+++2LczAWMJlMfPSjH2VoaIh0Os309DRf+cpXqKzc2MzCxsbGFe2vS4EkSTgcDkVdKV/60pdat3UQpWUjGQhF9Q+xWAybzaZ618Ps7GxZTADNZrPMz88rLig92OsFWFX/IMvykqWL5VjwjGhs7GZw8FECAWW98QHIZ3Dd91fofccZ7P4A9a23XHRZhwWKUb5YCkmSaHLuoMpaQZ+3j1SuvA2oGuz1hFJhEtmVg9Qv3/HfhCIh7v72Xbz9jf/An73w5bz3re/hzs/fwdDYED/77c/JOXfTJ+/hlQ3TfP/r3+ajH/0cL3/56/iHf3gfv/nNYbLZLL5HfkwgnuFXx5du6TQajTgcjlVHcJcCpd0g10plZaWiv4+bb77Z0tjYuK2DKCHrDiCU1j/4fD6qqqqUuvya8Xg8ZVNG2bFjh+LthQd6Pex0W9npXvlPOz8/httdv2zpYjns9kq6u28gEJhibOwYslJ3tULG8fu3Yp7+PdPd78XZ/hrVg1ElCSVDig7PqrRU0lrRwqBvmHCqfFt0JUmi2dXEZGjlssE/v+XdPPGrx2isO7c0WeUufOfIp+dZ/Mu9UYw6DX9qOXzO82pq6njf+z7BAz/+Mk0OE99+eHTZLMP5Ykq1MJvN5PP5FV0yS0FVVRV+v3KaqKuuuopcLretgygh6z6VZFl+1rXXXqvEXoCCUYraAcRCvbAcyhcLQ7yUJJbO8ehIgBtaVs4+5PM55ufHqa3dmJhTpzPQ1nYVFouT3t6HSCSKfyCZHno/tpGf4mt/K7rONxX9+uVEKpdGq9Epnl2xGqx0V3cyHZnBG1PfmGg5bEYbkgTRdHTZ5zjsDmzWQpCcyWYYmxzjx7/+CX/+jtfT1ryLV7zoFSRTSX51+BQnpCuw9N6BNjx8zjVe8pLCUKsOfJyciXB4fOmWTqfTSTqdJpVSP3tTW1ur+oROq9VKPB5XVAfR2NholCSpfvVnb1MM1hVASJJkdzgcViX1D9FoFLvdrsj110q5ZB9CoRAmkwmTSVk75QcH5k+7T678b56bG6a6uhmtduMHliRJ1NS0sGvXZYyNHcHrXf4Obr3oDn+Git6vE9n5GnI97yzKNcuZYCJAhbk0Dql6rZ7u6k6CyRBzRWqbVIIm5w4mw9Nrek8dfOh+rvuzG3jnv91GOBrizs/fgdPuZGJ6AlmWCTT/9ZLjvq1WG01NrRhmjmE36rh9GWMpKJg5TUwsPT+jlJRDO2cpdBA333yzFVDuDnebc1hvBuKya6+9VjGP33LRP5SLidX4+HhJZnAc6PXiMOrZ17D8YZTNpgmFZqmuLs5+zGYH3d03kkxGGBoqgmfEidupeeoTxGufR2L/v8FFXLZYIKhw+eJ8NJKGjqo2IukYMxH1a+pLYdabMemMhFKhVZ971aVX8ZVP/je3/c07kSQNL33TLQyMDhKJFQ44U0XL4rhvve/oOa+tqKgiFvJzy56d/PbkHDOhpbUXjY2NzMzMqN7N4nA4iEajqnt8VFVVKaqDuO6666w1NTXPUWyBbc5hXQGEzWa79qabbnIptBd8Pt+GlcbFYmEMrtrmUblcjkAgoPgwsfyC+2RLNboVdBazswPU1bUXVYuh0Whpbt5PVVXTac+IjX2x5Ifupu7QP5OquILolf8J0taaY7ER0rkMkiShL/FYcY2koaOyjXgmXjQDp2LT6GhkOrz6oV3lruQVf/pnvP8f/oVHf/kIOxt38q6P/NPi45IkLY77tj/+8XNeuzDU6pWXNCOE4DvLtHTq9XpcLpfqYkpJkqioqFBUg7AWlBZSXnHFFej1+u25GCViXaeBy+V67pVXXqmYmq8c9A8LIk61syAzMzM0NDQovo+jk0GCicyK7ZvpdIJYLEhFhTKeGG53PR0d1zI93b9uz4jc5EPU//Et5GwthK/5CmjV162UgmCyMLpbDSRJoq1yF9F0lLmounX1pTDqDDhMDnyJtR+Wdpud9//Dv3Dk5BEctoIleDgSPj3u++8uGPcdDPpxOl3UOyw8a1cdP3hsgmRmaWFwuYzWLocyhtVqJZFIKJaRaWhoQJblRkntL/BnCOsKBrLZ7J61DnJZL9v6h3OZmppSXDwJhfbNgvvk8pmO6eleGhu7FA1mjEYzXV3XI0kS/f2PkE6v7iyY9/VSe+D1oHcSuvabCL1iw2HLjqBC7ZtrRSNpaK9sI5QKEUgsPz1SLRrs9cxF584xl4rFYxw9dYx0ZmlTpfqaQtkyGo+i0WgYGi+IJ88f9x2Px5icHKWjo/BdeOv+FkLJLL88urTXgsvlIhaLqT6TQukuiLWgtA5CkiRaWlokQH0HwGcAaw4gJEmyuVwuo1LjtROJBBaLRfU7/0AgQEXF2iZRKsXCLBAlh5UtcKDXy/5GN3bj0n/XRCJCNpvC4VjbfIzNIEkSDQ1dNDb2MDj42IqeESI2S+U9r0CHTPC6byKb1deslIpsPotAqD7HYyGImI7MFG0qZrHQaXVUWirxxLyLP0tnMrzsTbfwy9/dteRrjvUeLxxATa3s79nPwYcOFh7QGol1veP0uO+7+c1vCkOtbrqpMNTq0sYKOqocfPvhpYfISZKk+CyItaDVajEajUuOGy8lFRUVBAIBxa5/0003WYArFFtgm0XWk4G49Oqrr1asfBEKhVR3n0yn0+j1erRadWvo8/Pz1NQof2BPBhIMeKLc0LJ8xmV2doCGhu6SBnZnPCOmGRs7Sj5/3p1bJor97pdjyvgJXfM18vb2ku2tHAioWL44H51GR3vlLoYDo2Tz6voMnE+trYb5uG8xC1HpruC5N/wJX/ifLxCLnzvrY94/z3985dO84FkvoMpdyZ//2ev41YFf89TTTwGQ3PFycrZdWB79CP/1nx/mpS+9lbq6gtGcJEncur+Ffk+UQyNL3+HX1dWp3kYJyosY14LL5SIUCil2/euvv95WU1Oz7UhZAtYcEFit1muf9axnKfatVQ4BRLmYWM3OzpakC+Rgb+EL7cZdSwcQmUySdDqBzVb6jEzBM+JKrFYXfX0Pk0iECw/IWay/vhV7dJDwlf9FtuKyku9NbYLJYMnaN9eCWW+mydnIkH9kXaO1U+kU//mNz3HjK2+i+dpW9j7/Ev7hg+9gbHLsnOelM2n+8xuf4/o/u4GW63Zx+Yuu4F//7wfwB1e+i9VqtLjNLvyJM8/7jw/8XyKxKDf/xQv5yp1f5We/+Tmf/fp/8pzXPBejwcBnPvgfAPz5La/juiuu5da3vZZPffnf+eWBX/MTTw+m6Aiv6czy8Y+fO9Tq5q4GnCb9si2dFRUVBINB1bsxlBYxrgWlWzlPCylvUmyBbRZZc0O/2+1WVEAZCoVob1f3TtLn87Fjxw5V9yDLMpFIpCTB1ME+L81uK02upV0lvd5RamtbVSsrFVK/LdhsFYyOHqGyYgctxz6Gc/4QoUs+RrruuarsS01y+Rx5OY9RV15iUZfZRTKbZDw4QWtFy6rPTyQT3PrW19A71Mdfv+ZN7O7YzfTcNLf/+HZe+Jcv4uf/76fs7thNPp/nDe96E48+9Shves0buWzPZUzPTfM/P/wf7n/k99z9rV9SU7V8tq7WVsOgb4gqS2VhWFh1Hb++/W4+/bXP8NXvfI1wJEx9bT2veemt3PY378TlcAGFoVZ3fv4Ovnz7f/PTe37G17/7DSpcbq56k5tPPN/IvPtcvY1Rp+Xle3fyncPDTAYSNFWcW36UJAmn00koFMLtVi/4c7lcHDt2TLX1gcUMbz6fVyTb29jYiCzLTZIkSULtiO0iZ80BRC6X27tnzx5FNiGEIJPJqO78GAwG2bt3r+p7cLvdih/a0VSWR0f83Lp/6YFYspwnFPLQ0NCt6D7WwoJnROaPH8Q9/kuC7W8l3fIatbelCsFUqGzKF+dTZ69jyD9MILG6wPML3/oiJ/pP8us77mZv15nP3JtufSMvfuNLef+//yt3feuX/PCuH/HAYw/w3S9+h+fdcCZgvPUlr+ZFb3gxH/rMh/nGf3x92XUMWgNGnZFYJobdWBBo72zcyZf/z5dW/feYjCbe8/f/zHv+/p/PXM/3OPpH3oj15DeJ7z/XrOyV+5r53pMj3HlojA++5EKx+UIXhJoBhEajwWQyLWrO1GIhC6HE70KSJJqbm6XZ2dkGQN0pYhc5a8ooSJJkttlsJqUFlGqSSqXKQv9QKhOrBwd9ZPOCG5YZnuX3T+F2Nyg+g2Ot6KITNA9/i1DldRx2P5dIGc9lUJJACd0n14skSbS4m5mOTK+qh/jlvXdx60tvPSd4gILV9Dve9HaeOHaYSDTC937+fZ5/4/POCR4Aaqpq+Je3vY9f338Ps96VTa3qbLXMRb0rPmetnD3uW0qHzt2T3cxz2uv44ROTxNMXdlzU1NTg9RZnH5uhHLoxlNZB3HDDDWbgmVffLDFrPR3ae3p6FNtEOegfysGDAgoCSqXNo6AwPMth1LOvfunDyOeboLp6p+L7WBNCYPnD20HSkLn8k3RVdzEdmWUyPKV6TbmU5OQ82XwWk15Za/PNoNfqaXQ0Mh5a2b752suv4RUvfPmSjznthbHryVSSY73HeNGfvGjJ573keS9BI2l48LEHV1zLarCSzqeLJvJcGPdtO/bFCx57zaUtRFM5fnbkwhtfnU6HwWAgkVC3Y+WZIKS89NJL7Xa7fZ9iC2wDrD2A6Lz00kvXN35xHZRLAKF2+2YsFsNsNiueBcnLgt/3zS/rPplIRNDpDBgMZkX3sVb0/T/A4XmYaPe7kM31GHQGuqs70Ugaeuf7SeeW7uu/2AglQ7hKaF29URbKF4HE8iLHz3/0v7jhqhuWfOz+R+6nrbmNUCSELMv0tC9dRrNarOxsbGJwdGjF/UiSRLWlCl+8OHfdOeduko0vwfr0V9AkzjVm2lvnpqfGye0PjyLLFwa35WDm5HQ6CYfDqu5BaSFlZ2cnLpfrSsUW2AZYYwDhdrsv2bNnj2I1hnA4jNPpVOrya96D2kFMqcoXRyYK7pPLDc+anx+jurpZ8X2siWQA56H3k3TuIbXr9Ys/liSJRkcDTc5GBnyD5yjtL1YCySAVFnWD3LXS7GpmOjKz7rv+h594mB/+8kf809++a3EmhdOx/HdDhauCUDS06nUrrRX4Ev6iZaxiXf+IJGexP/Xpc34uSRKv3t/C8Hych4YuvMsvhwBCo9Gg1WpVHe99tpBSCTo6Osjn8+oLuC5y1hRA2Gy2yzs7OxXbRDqdVnzi5EoIIcjn8yil8VgrpXLBPNDrRatZ2n1SlvNEo36cTuV9KNaC6cF/RpeLEb/0k0vOuLAb7fTUdBNIBBgJjJKXlflCUgIhBHk5jyzkVQ+2vJwnnUtj1pVv+eJs9FodjY5GJsNTa35N31Afb/mXv+NVL34lr3rxKxd/vpKgeGEmxWroNDosejPRTGzV566FvK2ZRPOtS477fl5HPRUWI7c/MnbB68xmM7lcTtXDG8onCxGNLj96fTOcFmdujWh7C7OmLoxcLtfZ0dGhyAYymQwGg7qOetFoVPXhWZlMBlmWSxJIHez1cGlDBbYl3CcjkXmczhokSX3xpH7qj1SM/YxI25vJObuWfV7BzKiN+biPXm8frRWtWA3qinIXEEKQzKWIZ+IkMgni2fjpIEdCAiRJg0AsBhASYDFYsOgtWA1WrHoLGo2GcCqMy+RU3al1PbjNLuZiHhLZJBb9yuWw0clRXvf2v2Bf9yV85oOFu/qzZ1IsRzAcxGlbW/ayylpFIBHAYSyOXX68822YJ3+B/fAnCT3vW4s/N+i0/NnenXzr8UFGfXFaq86t/i6IKRsb1XNbXtAgqKn7stlsxGIxxTK/TqdTK0mSTQhRnKhxmwtY0ymh0WicSh2wCyO81aQcNBg+n68k4skJf4JBb2zZ8kUwOIfLVQa20LkU9j++g5SpnkTXO1Z9uiRJ1NiqaavcxWhwjLmoRzWBZSafYSYyyylvLyc8p5gOF1L5LrOLzqoO9tXtZV/dHvbW7WFPbQ97a3ezr24P++r2sLu2hxpbDZIkMR/3cWq+jxNzJ5kMT2Fe5RAuNyRJosm5g6lVshCTM5O8+u9fw87GnXz7P/9nMRO4s3HnOTMpzieeiDMxPUnHrrXd3NiNNqLpaNHeF7Kpetlx36/YtxOdRuKOJbIQNTU1qttau1wu1TMQCwGEUuzevVsClLnz3QZYQwAhSZK7srJSsduecgggykGDUaog5sBp98ml2jeFEMTjAVWcJ8/H+tSnMcUniO3/GOjWfnCa9WZ213STyqUY8A2VzF5ZCEEoGaZ/foAh3zBajZbOyg721e2ho6qNBkc9TpMDnWblpJ9G0mAzWKm11bCrooW9tbvprulCCEEgGeSE5xSemBdZXrvjo5rYjYXPdjS9dKp6xjPDq9/6GmqqavjeF7+DxXwmc2Q2mc+dSXEe9/z+N8hC5lnXrM10UCNpMOnMJLLFmwWx3LjvSquJ53U08OMnp4imzn0PlkP5wGazKVY+WM8elAwgTgv/lau9b7OmDETHnj17FGsLKIcAohwyEKXaw8E+Dy0VNnYs4T4Zj4ewWFyqp8l1gVPYj32eQO0LyNWu35FWI2locTdTY6umb76fsIKeEUII5uM+Tnp7CSaDNLma2F3bQ62tBp12zT5tKxJNx3Bb3HRWtdNV1UFOznHSe4qp8DQ5Wd0Jj2thh3MHk+HpC+78PfMebn3ra7Bbbfzgy9/DbruwtHD+TIoF/MEAn/naZ3nZ819KXfXaM2Zus4tQMrShf8dSLDfuG+DWS1uIp3P85MlzMzBKCwjXQjkIKS0WC/F4XLHr796921xdXb3tBaEgawkgOi+99FLFZmzH43GsVsU6RFelHASUQoiSCEkjqSyPjQSWNY8KhcqgfCFknA+8k5zWQmb/hzd1KbfZRVd1JzORWSZDU+ua07AWUtkUvfP9JLNJuqo6aK1oWbXWvxEK5lGFrFDBZ6GBPbW7MWgN9Hr7CBbhQPznj7+H+isaqb+ikc9+/T+XfM5GZ1JY9GZMOiOh1Jm7bl/Qz61vey0znlnedOubOPTko/zm97895/+nZqcvnEnxu1/yte98jRf+5Z+i1Wj5P+/5+AorX4jL7CSUCq3rNatx/rjvBXbXuthb7+L2R8YuaOlUuo1xLaidCdFqtQghFCs1dnZ2YjabL1Xk4tsAaxBR1tbWXtHT06OYyjEej6vqQlkOLpjJZLIke3hgYJ6cLJbVP0QiXurr1Z1HYun9NkbvE0z0fACDafMCL4O24BkxE52lb76fXRW7MG1yjoQQgrmYB3/cT0tFCzaDcgGwLGTi2cQFa2gkDTW2atxmF6PBcQKJAM3unauWSJYin89z87Nu5vk3PZ/3fvJ9yz5nMzMpGhwNjARGcZtdBMNBXvu21zI4Ogiw7Jqf/8jneO0tr11iJkUFL3z2C3jf295LhWt95TadRodG0pDJZ4o3Dv30uG/n0Q9hGrubVOstiw/dur+Vj/z2CH8Y8PLc7jOfu4XDW01b64UuCDWFlEajUbGbp7a2NrLZ7DNrVG+JWfXbxmAwdLe0tCiy+ELkqaZdcrmUUEqhwTjY68Vp0rO37sIvrXQ6gVZrQKtVLxOjic/ieOwj+B370O36i6Jdd8EzwmF0MOgbosFRR6WlckPXSmVTjATHsBts7K7tQaNwt0okHcVhtC9bVtJr9XRUthFIBuj19tHk3LFusymtVsufPueFAPzbf35kyedsdiaFSWdEp9ESz8RxO90c/OGBNe9vqZkUm8FldhFKhqmxFU+0nNzxcqzD38b++MdJNb8YTgdyf9JWx5etRr798Ng5AYTL5WJiYmW3TqWx2WzMzq5sA16KPcRiMUUCCLPZjEajUS+9/Qxg1W8/WZYbGxoaFFk8lUphNqurLI/FYqqWUKA0+odcXub3fV6ua6lBq7nwMCqUL5T3oFgJ5yPvg3yG6a5/RqOAG6fdaKOnpotAIrQhzwhf3M+Qf5idzh00uXYoHjwABBOrj+6WJIlKSyXd1V144/OMBceLnhYu3kwKT1H3tRHcJhfBZLC4F9XoiHbfhj48iGXg+4s/1mk1vOKSZh4c9DHoOSNaVLt8AGC1WhXVIJTDHoxGo06SJHUNfi5iVv0GzOVybqUsnsvh8C6XDITSAcRTEyFCyeyy5Qu19Q+msV9jHr2L0cZbcVZfqtg6Bc+IXdgNNk55+4hn1vbl5Yl58SV89NR0YzOW5v0ihCB61hTJ1ShkI9rRaXQMB0aKpvko1kwKu9FOMpskl1dX+GnSm8jks0U3HUvXPZ+Mez/2w5+C3JlOj5fv2YlBq+GOQ2OLPysHIaXJZCKVSqm2PijfiVFfXy8D6t4ZXcSsGkDo9Xq9Uqr8ctAfxONxVQOIUgkoD/Z50Gkkrtl5Yb1TCJlcLoPRqM7fQspEcD70z2TsHUw3vALjJjUKq64nSVTbqmmv3MVocJy56NyKd+yzkVnCqTCdVR1oNaWb1hpNR7EbbOvqipEkiR3ORqwGK4O+oaIEERPTE0WbSVFlrcSXUHcSJBSyUbE1Bo9rRpKI9bwbbWIW68lvLv7YbTFyc1cDP31ymnDiTNeD3W5XtZVSkiQkSVK1JdhsNpNMFq+t9nyampo0QL1iCzzDWTGAkCTJZLFYFMvTqm1hvbAHNZ0wk8lkSco4B095uayxEusS7pPJZAyTSbFGm1WxP/EJNIk5BtreQZW9dJ/1Bc+IdC7DgG9wSc8IT8xLNBOno7K9JCWLsynMvtiYyK7eXofT5GTYP7LpckYxZ1JUWarKIoCwGqwkih1AcHrcd81NF4z7vnV/C8lsnv89PLn4M6UnUq4FtcsYSmdBWlpaTGwHEIqx2jdifUNDg2J2fqlUCqNR2bvNlcjn82i1WlV9D0pRvhj3xxmaj3H9Mu2biUQIq1UdIy299zDWk98g0fLnzBoacJlLuw+NpKHZvZMaW80FnhG+uJ9gMkh75a6Sv0eEEETS0TWXL5aizl6LxWBhNDhWFE1EUWZSaHUYtHqSRTRz2ghWg5V4Vpmx2tGed10w7ruz2smljRXccWiM/OmWznJwg1Q7gNDr9eRyypW0mpubrTqdTj3P8IucVQOInTt3KpazTaVSqmYg1PaggNK4YB7o9QIsq39YMJAqOXIW1wP/iGyqwdv+95h0ppLf5S9wtmfERGiSeCbBXMyjSuYBIJaJY9VbN712g70eiYIt9kYp9kwKl6m4Zk4bwawzkcwqc+e73LjvW/e3MBVMLrrBOhwO1QMIpTUIatPQ0CBVVFRst3IqxKoBREtLi2L5dbUDiHLQYJRijPjBXg+tFTYanUv/WxOJsCoZCNvxL6EPnCKy78MEcjncq3QbKM2CZ4RW0tLr7aXBUV9SzcPZBBKBDZcvzkaSJHa6mvDEvKRz6Q1do9gzKdxmF8GUugenJEloJY1iTp6L476f/I/Fn920q5Y6u5lvPzwKgE6nQ5ZlVTUIFotFUQ3CWtDpdIo5YtbX12M0GlsUufg2KwcQBoOhcefOnYoFELIsL6qR1SCdTqtaQgHlg6hIKsvjowFuWCb7IISMLOdL7v+gjYxgf/I/SNXfTLr+eYSShWmTaiNJEhpJwm12Mx2ewRcvfb2+UL6I4DQ5inI9rUZLs2vnhksZxZ5JodfqQQiyKndjWAwWEhllyhiL4777zoz71mk0vPKSZh4dCdA7WyiVmUwm0umNBXbFwGg0qt6JsWAmpQQNDQ0IIXYocvFtVg4gKioqOhoaGhQp/qo1KfFs1M6ALKBkff2P/Qvuk0vrHwoCyhJ3oQiB68F/Qkg6Ins/SCafQSNJRZsdsRmS2ST+ZJDWihZ6aroIpUIM+9fvGbEZEtkEZr25qKUTh8mOSWdiPr6xKZDFnknhVMBSer1YDVbiCgUQUBj3LTQGHE98YvFnt+xpwqjTLE7pVDuAKIdWTiX3UFtbSy6XW94idZtNseI3lF6vb66rU8YbIJvNqjp/AtQPIPL5vOIunAd7PbjMBvYs4T4JCwJKl6J7OB/z4I8wTv+BaM+7kc21hezDOt0TlUAIwWhwjFZ3MxpJg06jo61iFw6TfV2eEZslsAbzqI3Q5NyBJza/oVJGsWdSuM1u1XUQVr2FeFa5v+nCuG/zyM8Wx307TAb+tHsHPz8yTSCeUf0A1+l0qnpRgLIBhE6nQ6vVqptmvohZ7fRyK1WfV/vwLoc9KF1CyeVlft8/z3XN1Uu6T0LpBZSalB/HoX8lU3EZyZbXAgW/A4exOOn6zTAf92Ez2LCeNXdCkiSqrVW0V7YxFhxndhXPiM0ihCCUCuNUoJxTKGU0MR6aXP3J56HT6bjz83fwtr96K3ff9yve+W/v4uvf+ybPv/F5/PqOu6muXJ8ttFlnIpVLqZqJNOvNigkpFzgz7vtjiz979f4W0jmZHz4xURYlBFA3I6x0EKVVs05+kbNizliWZZvdrow/QDnoD9Teg9IBzJPjQcLJ7LL6B4BkMkJjY49iezgfx6EPoslECV73MTidok9mk5j16gaTQgg8MS/d1V1LPm7Wm+ip6WYyNMWAb5BdFa2FWn6RSWaTGHVGxcSbDpODqcgMqWwK0xK/8yd+9diyry3mTApJktBrDWTzWQw6dXxYFvQusiwrlglcGPftOPVpDNN/JNP4bNoq7VzZVMmdh8Z5WXsP8Zi6UzkXWinVyggbjUZFJ5PqdDpJkiSNEEUex7vNyhkIJQMINd+wC6gt4lQ6gDjY513WfXKBfD6HTleav4Nh6vdYBn9AvONvyDkKiv28nD/9Ra7eQDWAUCqE3WhDv4IOY8EzonbRM6L4nQSBpDLli7Opt9cxG1N/JoXVoGwJYS3otQYyckbRNRbHfT/+scVx37fub2UunOLQZFxVDQSoL6TU6XSKekFYrVYBbA/VUoAVv7WFEEalXBpzuZyqh/czQcR54JRnWfdJKO3vQMolcD34LnLWFmIdb138eSKbwKJXt5UWYC7qpc62Nst8l9lFV3UXs9E5JkKTRZs5ARBKhhTXg7hMTmLpGLkSCkOXwqpXVsS4Fgxa/ZIOpEXl9Lhvw/yTmMbuBuD6lhoanRZ++JRH9RJGOegwlAwgbDabANSz2r2IWTGA0Gg0GqU6BHK5HDqdeqr7BRdKNVEygBj1xRnxxblx1/ICZFnOoS1R54PtqU+ji44R2f9ROEvTFM8kztEcqEFBVCiWTOkvh0Grp6uqE51GR6+3n1Ru81/AyWwKvdaATmHvCUmSqLC4CSQCiq6zGlaDpWTC1OXQa/VklA4gKIz7ztnbsD/+cZBzaDUSr7qkmacmw/R6VP4d6PWK+TCsBaUDCKfTKQHqTky8SFkxgFBSfKJ2AKH2+qCsBuPgabe75dwnATKZFPoSaA90/hPYjn2RRNMryVRdc85j8Uwcq0HdDIQv7qfKunyZZzkkSaLBUU+zq4lB3/CmPSMCyeKYR62FcphJYdAayOSVLR+sugdNCTIQsOS475fsbsKs13LfmHqHNyh/gKu9vtPp1LCdgVCE1TIQigUQ+Xz+GR9AKJmBONDroa3STr1j+cM5m00rH0DIeVwP3oasdxLd854LHk7mUpj1yg8TW4lgKrQp3YHNaKOnpptQKsywf2TDnhGhZAh3idpZjaeFiyU5PJdBkiS0Gp1ibpBrQV/CIOb8cd92o54X9+zgsdkc3sgzt5VT6fWdTqeW7QBCEZYNICRJMigpclT7AFd7fVAuAxFOZHliLMgNy5hHLZDNptDrle1CsZz6Hwzew0T3/ivCcOEhLYRQVUApCxmE2HTXg06jpb1yFw6TY0OeEelcGq1Gi05TuvekTWEjpbVQEg3CCuhLuf45476/ARRaOnMCvntotDR7WAK1MxAajUZRO2+Xy6Vju4ShCCt9c9vsdrtiKju1D3C1MyALKKEx+cOAl7wsVmzfhIUAQrkMhCY2hePxj5KuvpFU40sueLwchKyJbBJLEUso1dYqOhY8IyJr94xQyjxqJcqjC6I0GoTlMGj1ZOXSrX9m3PfnkNIhmt02Lqk28v3HJ8nk1OkyVDuAUBqXy6VnAxkISZLMkiQ9KKk5rrnMWTGAcDiUM/dRuwtD7QBGSQ72enGbDeyuda34vEwmhcGgUAAhBM6H34sk8kQu+Qgs8RnMybmS3nEvRTwTL3oXiOm0Z0RWztLvG1zTHW4wGSz5MLFCF4S6AYRBY1A1A6HT6Eo+kyPa80+nx31/AYAXtzvxxbP85sRsSfexgFarvdgDCCMby0D8NXAj8OLi7ujiYaUAwqrkpEq1D3C11xdCKJJ9yOZl/tDv5bqWmmXdJxefq6AGwjR2N+bxe4h2/SN569KzbDL5LIYSD/E6H6W6QDSShp2uJupstfTN9xNKLu8ZkcllThsrlfZ3YdQZNzyhs1gUMhDqCSnVuLnMOXtOj/v+KprEHJfWWWl0GPnWQ2Ml3wtc/BkIq9Uqmc3mdVm7SpKkAf7p9P98d/F3dXGwUgCh0ev1in261DZxUjsDIsuyIl9eT44HiaRyyw7POncPyrRxSpkwzoffS9bZQ2LXG5Z9XjafLfmheT6JbAKrgj4ULrOT7uou5mKeZT0jAipkH+CMiFHNDIDaGgi1iHW/c3Hct1aj4ZbuGo5NhTgyESz5XsolgFCqpKnVatGu/4vu5UA7MA08V5KkS4u+sYuAFQMIJQ9YtevfQgjFB1mpsf7BXg96rYard64+m0CpLIjj8Y+hSXgJ7/84rFCiyMrqBhBCiJK8D/RaPV1VHeg1enq9faTOm78QLIH75HJY9RYS2aQqa8NpEWMJNQjlQt66c3Hctyk+yXN3ubEadHz74bGS70Wj0aj+faxkJkij0Wyko/A9QIhC+SLPdhZiSVYMIJT+YlVTm6LU4an2+gd6vVzeWInFsHrALYSMVOQOCMPco1hP/Q+JXX9JzrV3lfXV7cAQCDQleg9IkkS9o45mdzOD/mHm4z6gkIURQqg2D0Kr0RbVSXO9SJKk+uEF6tzQLIz7bhz4OmadhpfubuKep2fxqNDSqfbfQMn3wXoDCEmSrgWuB74mhDgO/BR4nSRJDYpscAuzWgCh2Ler2m9YtddXooQxMh9j1BdfU/kCFn4HRdxDPoPzgdvImxuIdb9z9fURSMVcf53ICgRQq2EzWNld000kFWHIP4I/4VelfLGARtKoG0AgISiDw0uFPSyM+66YuQ+T/xivuqSZnCz4+h9HSrqPcmkyUDKAkCRpPRmI9wJp4Aun//dnAD3wj8Xe21bnGZuBUBslMhAHe70AXL+OAKKYe7Ad+wL6UB+RSz6M0K0uTBRCqBg+LGRASr8DrUZLW+Uu7AYr46FJVa28Q6kwoWRItfXzQiao4vpQ6MRRK4iKt/8NAO2//3N2uArvg289PEogXjphaTabZW5urmTrLUUwGFTMTOrQoUNEo9FXr+W5kiTtAv4M+K4QYg5ACHEY+CPw95IkbQ/lOouV8tzq5xUvYpQpX6zuPnnhHorzZ9aGhrA/9RmSDX9KuvY5a1sfSdU3mYSEWomocCqMNz6P0+RgPDSuWiYmk8+SzqU5MXdSlfVlIaORNKqtD4X3Qa+nT5UbGkMmSC0QsPdw7OnfL/78qcceRqdcAvgcFgTtf/jDH0qy3lJoNBoefvhhRf4GZrMZt9t9cI1PfzeFG+ufSpLUctbPfwg8m0Jr55eLu8Oty0oBhKykvajatU+1sx+SJBXVfS2cyHJ4PMjrL9+1rj0U5W8gBK4Hb0NoDUT3fmAd66Nq+lqN9L0sZKbC0ySyCbqqO8nms8xG52ivbCvpPhaYCk9j0VtKNoPjfNK5NOOhSTqr2lVZH+DE3En21O5W5TvBPPYjAHzX/Dsh0QM8yf97w5U8f/faJsMWg2QyyfHjx7nmmmtWf7JCPPDAA9x4442KCJq9Xi+5XG7VwS+SJFVQCBAA7lnmabdJkvQVIVSs+5URKwYQsixf1FkItQOYYq6/4D650vAspfZgHvgextmHCO//GLJp9e6Ps3aAmp/Dwr+/dOuncilG/KOFceBVnQXvB42eZDa5eCdeatRadwG1y1hQyMGpdUNhmv0dKUsTGWcndz00Qa3dyHO61vMZ2jxqC8oX9qAUsiwjy2saUPMPgIWC1mFqicevBf4FuAX4RdE2uIV5Rmcg1Fy/2K1TB3q9uC0Gdte51vGqzR+gmuQ8zkMfJFN5JcmdayozLqLT6Eiq2EK4IJ4rxReoL+5nNjpHq7sZm/GMKZ4kSThNTsKpSMkGaZ1NKpem2qpOBwiUhxupWkiZEAbf48zt+gvmkzkeHZ/nHc9tR6ctbUCntqB8YQ9KfQbXEkBIkmQE3gE8IIRYskQhSdI9wOuBf2Y7gABWFlHKSg44KXYKf71otVpVJ9AV89+/4D55fUvNukSBxRhi4zj0r0i5BOFLPgrrvJNV24UQwKgzKerGmJfzDPtHCKVC9NR0nxM8LOA2uwkkAortYSXSuRQmnfIj3ZcjUwZmYmphnPsDksgRrHs29w0VMuyvubKp5Psol7lASiHLMkKI1b7s/xKoBT653BOEEBkKHRk3SpJ0VRG3uGVZ6Rs/nUwmFQtN1T7A1XZfK2YG5ImxANFUbl3lCwC93khuE4encfIAlqEfE+v4O/L29dfwSz3IaCmUHCgVz8Q55e3DYXLQVrEL3TKt6DaDlXg2UXI9Ri6fQ6vRqZq+zspZDFr1MiBqYpq7j7y1gYi9m/uG/dzYUUVThXKuqMuhtivvAkq9D1OpFKlUatmxs6eHZb0bOCyE+N0ql/sm4KGQhXjGs1IAEYtEIootrPYBrvb6xfywHOz1otdquKqpal2v0+tNZDIbM62RsnGcD/4TOdsu4u1v2dA11J7ECAsDpYo70loIwWx0jrHgOO2VbVRbq1b8e0uShMNoJ5KOFnUfqxHPxhW18V4LatuZ5+U8WhU0IFIujtH7EMnWWzgyF2M+nuF1V+0s+T5A/blAShMOh7O5XG6lw+xFwG7gU6tdSwiRBD4HvEqSJHX+YGXESp+caDQaVezWRO0DXKfTqZoBWWCzWQghBAd6PVyxY23uk2ej15vIZjcWQNif/Hd0sQnC+z8GG7yD1EjqW+haDZaiTqTM5gsTODP5DD013ZjXOKyswuwmkCjtHASlBomth0w+o+pANbUCGKPnASQ5Q6r1Fg6MRqmw6Lm5hJ0XZ3OxBxChUCgDLBudCyHuEUJIQoifr+V6QohPCyH0QoiJom1yi7JSAJFMJpUTuKl9gKsdwBRrD8Pzccb9CW5Yo3nU2Ww0gND5jmF9+iskmm8lW3nlul9/PmoGEXqtnpycK8oeQqkwffP91NlqaXbtXFd3g91oJ5aJlfR3Ec/EsRqe2RmIwkTY0pdQjLP3kTdVMWu7lKPeDK+8vBGDTp1uGLUDCKXf8+FwOMsKAcQ2G2fZd6wQQiipolT7AFd7fQCTyUQqtTnf+4O9HgBuWKf+AQoaiGx2nRoIOY/rgXciG9xEezZfBjRoDaoLKS16K7FMbMOvl4XMRGiSuegcXdVduNY3ORgolDHsBhvREpUxZCGTVFlACadFlBoVMxBypvQBTD6N0fsAqZaX8Ov+WfICXnd1c2n3cBZqBxBKrx8KhfLAxj/g2yzLiiFvXsEUgU6nI5tVr/59sQQQB3q9dFQ5qLOb1/1ag2H9GQjrya9j8B0luvcDCMP6D8oLrlfkEsJGqLZWLg63Wi+pbIpebz96jY6uqs5NpeMrLG4CydKUMYLJEC6TU1UBZV7Oo5E0qu5BjS4Q4/wjaHJxki23cPfJSTrdGtprLuzOKRVqd2GUIICQ2c5AKMKKAYTSGYhnegnDaDSSTm+8CyIYz/DkeGBD5QsAnW59GQhtdAL7E58gVftsUg1/uqE1z8dqKL6Icb3YjXbimTj5NXnNnMEX9zHoH6bZ1US9o37TB6H9tJCyFGUMX9xHtXV9ottiU9BgqF9CKbUGwzT7O2SDg0fFbqbDCZ7Xom4WKJvNXtQBRCQS2Q4gFGLFAEIIkVPqkFX7AFfbSAo2n4H4w4AXWbDu9s0F1nXgCYHz4feAEET2fbjgQ10ECm2U6gYQkiRRYanAl1jV7RY44+0QTkXYvYy3w0bQSBqsmyynrIVUNoUsZMz69Wetikk5dIEUMhAl1EDIWYxzvyfV/GJ+2evBZtRyU6u9dOsvQTqdxmg0qra+0hmQSCQisV3CUIQVAwiNRhOPx5VJL6sdQCygZhCx2QDiQK+XSouR7tqNlxLWamhlGvk5pol7iXW/E9nSuOH1zkev0ZPNZ1QP5mqtNXhj86vuI3a2t0PlLrTLeDtslAqL8t0YszEPdfY6RddYC+XQBZLNZzGUUINh8D2OJhvG3/Ai/jA8x4u6K3Fa1Q3kUqkUJpN6WRClMxCxWExiOwOhCCsGEFqtNhqNKvN71+v1ZDLqiucMBoOqe9hMAJHJyfyxf37d7pPnYzTaSKVWDs6ldBDnI/9C1rWXxK6/3PBaS15bkspCSKnT6rAbbQSX0SAIIZiNzDIenKDjtLeDEjhNDiLpiGIBVTafJZaO4TJtXr+yWZLZpOpZkJycLXoQuBKm2fuQdRZ+Hu8im5d5UZdD1cMbIJPJqJqByGQy6PXKBXGZTEYIIdQ1nLlIWTGAkCQpopSZVDEEhFt9DyaTacMaiMNjAWLp3Ib1DwtYrU4SidCKz3E89hE0KX/B80Eq/pet1WAlprKQEqDBUc90ZPYCLUTmtLdDVs7RU9OFaY3eDhtBI2kw680kFCrrjIcmaHQ0qD48qeCCqbaAstCBUbI9iDzGuYOkm27mF71eLtnhZIdNUj2AUHuYltIZkHw+vz05UyFW68KY9Xq9iiy8WQFhMVA7gNhMJ8qBXi8GrYardm7uTthicRGPh5Z93DD7MNa+O4jveiM55+5NrbUcbrOLUHL5PZQKg9ZAnb2WidDk4s9CyTD98/3U2WvZ6WoqyeRKpUylFq6p1ujuswmlwjhVzoLEMwms+tKVUPSBo2jTPgbcz2PEH+PPr95JOp1WNYCQZVn1YFLJAEIIgWJCvm1WDiBisdjw7OysMgsXeRrlRlA7gNjoB1cIwcFeD1c0VWLWb652WMhAhJd+MJ/G+cBt5CyNxLvevql1VsKiLwgp1X4/AFRZKsnkMwSTIcZDE8zFPHRXd5U05e80OQmlwkX9fWTzWaYj0zS71PMbOJtgMojb5FJ1D6U20jLN/g6hMXBnoAOLQcvL9jeQSqVULR+oLaAEZQOIYDCIRqMJKXLxbVYOIMLh8OjU1JSixemtLGIsBlqtdt1ZiOH5GOOBxIa7L85dX48s55cc6207+l/ow4NELvkIQqfcF+0ZEyX1hdKSJNFgr2fIP4xOo6OrqqPkPgFajRajzljUUeeF0kUjeq36lsWykEnlUqrrH0oq4hQC0+wB4g3P4ddDEV52SQM2o051AaPa6wOKZmFmZ2fR6XTTilx8m5UDCGB2bGxMsR47tcsY5RBAOBwO1qszOdBbKCvd0LI5/cMCJpONZPLcw1sX7Md+5D9JNr6UTM1NRVlnJVxmF6FUSPF1VkIIwXzcx1hognp7HZlcRrX0boW5eKZSC6PCy6F0ARBNR7Eb7aqnzjP5dMlsrHXhk2iTMzxuvJFULs/rrm5aSK+r6sFQLgGEwaDM32F2dpZcLjeuyMW3WT2AGB8fVywDofYBbrVaUapNda24XC7C4WVKCMtwoNdDR7WDmg24Ty6F1eo6V0gpZJwP3obQmonufX9R1lgNp9FBOKXc9NfVyMl5hgMjRE57OzQ6GsjJeTwxZTRAq+Eqki4knokzHZmlpUxKF1BwwXSbXaruIZPPotOUTkBpmr0PIWn5qqeDrjo7lza5iMfj2GzqOVACxONxrFZ1W2lBuVHeMzMzhEKhYUUuvs3qAcTU1JRii6sdQBgMBtWFnE6nk1AotObnB+MZnhoPcuMmuy/OpiCkPBPEWPruxDh3iOie9yEbK4u2zkpoNBqMOgMJFVwpY+kYvd4+XCbXoreDJEm0VbYSTAbxxddmMFVMdBoteq2B5AanpUKhTXIkMEpHVRu6MihdQCHLEzmdgVCTRCn1D0Jgmv0dwaprecIneN1VTUiSRCgUwulUV0gai8VUDWKUFnFOTk6mEonEM35qplKsFkCEgsGgYn/dzbQxFgNJktBqtapaaq+3hPH7/oL75EaGZy2HxXKmlVOTmMPx2IdJV11NsukVRVtjLVRbqzc8k2IjCCGYicwyHpqko6qNKuu5wZJG0tBR2Y43Po//dBmglBRmY2xs3WQ2yZB/mLaKXaoPzDqbcCqMw2gvSTfLSpRS/6CLDqGLjXE/12HQaXjFZQUjtlAohMvlKskelkPtAELpLpSxsbEkMKPYAs9wVrOyFlkFJ16ZTCaUHBm+FtQuY2g0GjQazZpdOQ8uuE/WFO/ORacrCCnz+RzOR96PlEsRueSjRbOrXisuk5NwOoK8hKCz2GTyGfp9A+QWvB2WOWS1Gi2dVR14Y/N4Y/OK7+tsNtreGs/EF4MHi8qzJs7HG5+n2lqt9jaIZqLYShRAGGfvQyDxZW8HL95bh8tSqPeHw2HVA4hcLqeoidNqJJNJRQOI8fHxLKBMK+E2q2YgAOKJhDJpZbUPbwCbzUYspq76f61ZiExO5g8D81zfujn3yaX3UI3c97+YR35OrPNt5G2tRb3+WpAkiQqzW/G7/VAyRP/8APX2ujV5O+g0WrqqOggmQ0yFp0sS4BTW1aHVaEnl1p6lCyaDjATG6KhqL7vgIZPPkM3nVB+glZPz5OQ8Rl1p2hdNs/fhcVzKWNrO667eCRSyX5lMRjHx4FrI5XJotaVz4VwKpTUY09PTEtsBhGKsGkDodLo5pbwgtgOIAi6Xa006iMdHA8TTuaK0b56P22qn7vBHyNo7iLe/uejXXys1tmq8Ma8i7b2ykBkPTuCJeemu7lqXkZFGo6Gzqh1Jkuj19pVMq1FhriC4BlOpXD7HkH8EX9xPd3VnWZUtFvDEvNTaiqfd2SjhVBinyVGStbTxCfSRPn6dvZKWSivXtFYA5SFeVLt8UYo9RKNRIYRQvz/8ImXVAEKW5dHJycnVnrYhtFotsiyr6gVRDkHMWgOIA70ejDoNVzUVfw5DQ99XMKTnCV/yMdCod1dk0Bow6oxFn0iZzKbo9fZh0Bno3KC3gyRJNDoaaHW3MBocYzo8o3g2wm12EUytHEAEk0F65/twm110VLWX3LdiLciyTCgZKotW0lAyVDITK+PsfQB8O7SH113dtCgYLAf9w8UexMiyTDabVXfIzkXOqgGE3+8/PDAwoNi3pNoDrWw2G0oNDFsrdrt91T0suk/uqMKkL27aUT//FNaTX2eu7kWEbB1FvfZGqLPVMhOZK8q1FrwdhvzDtLibqbfXbVr1bTFY6KnpBgnFsxF6rR4JiUzuws9ILp9jeDHr0EWlpUKxfWwWb3yeCkuF6uJJIQTxbOkElKbZ+5gydjEn1fKqy3cs/rwc9A/RaBS7XeVumEQCi0WZktbU1BR6vV65NsJtVg8gUqlU7/HjxxU7YdUuIeh0OmRZXtNIa6VYqEOu1A0y6I0xGUwWtX0TADmH64F3IhurCHffRlBlMycAm9GGJBUMhzZDTs4xHBghmo6yu6a7qIeGRtIsZiPGQ5MM+AY3vd/lcJ9nKpXOpRkPTtA734+rjLMOC+TlPPPxeepsxS+9rZdoJobdYCuJ/4MmOYcheIyfpy/j5t21VNvPaC7KoYVT7T0IIRBCoNEoE1QODAyQz+dPKHLxbYC1iSgHjh8/rlivpdoBBKwtA6A0TqdzRUOpA70eoLjtmwDWp7+C3v80kb0fxG5rJJxcn6mVUjQ5dzAZnt5weavg7dCPy+RiV0WrYiObC9mILhodDXhiXk56evHEvOTk4s3vKQzXChBMhhjwDTHsH8FutLG3dndZZx0WmIt6qLZWl3Rs9nKEkiFcJTKxMs0dBOAX6SsWxZNwRkCp9gyKZDKJ2ayenbjSLph9fX15r9f7hGILbMNa3GWmxsfHFQvXbTYb8/OlbY87nwUNgprR+MIeKiqWPhAO9nrpqnFQbSveB04bGcN++FOk6p5Huv5mtJKETqsjnUuXTKG+HGa9GZPOSCgVXpdroRCC2egcoWSIjqq2kokJrQYr7ZVtZPJZ/HEffd5+9FoDNoMVq8GC1WBdV5YgL+dJZBPEMwnimTjxbIJQMkSjo0H1Lob1kM1nCSSD7KntUXsrAIRTEXY4GkuylnH2d0xpd5J0tnNj+xndUjloDxbaJ9W0E1daQHn8+PFILpfrV2yBbVYPIIQQcn19fUopz3ar1crY2FjRr7senE4nMzPqeo1UVFTQ39/Prl27LnjMH0vz1ESQv76qiPoEIXA+9G6QNET2fWjR88FtchNMhqizq59ubnQ0MOgfxmVyrumLLpPPMOwfxWaw0l3TpUq93aDVU++op85eRzqfJp5JEElHmY16yMlZjDojFr0FraRBkjRoJA0CgSwKZbRULkUim0QjSVj0hcCjzl6LWW9Gp9FuqeABYCYyS729TnXtAxSEtEadQbGU+dlI6QAG32F+lruF117XhFZz5v3r9/uXvVEoFeFwWPUSitKB1NNPP50FBhRbYJs1ZSDQ6/Xj4+PjTW1tbUXfgMViQSmfibXidDrp7e1VdQ92u51YLIYsyxd8wf2+fx4h4MZdxTvUzcM/wTR1kMi+DyGb6xZ/7jK7GA6MlEUAYdQZsRtt+BJ+qq0rd54UPBqm2OnaWbIWvZWQJAmTzoRJZ1osMwghSOfTJLNJ8rKMLAodSJIkodfokLQaXGYXZr3pggNXp9ExGhyjpgzaINdKOpcmmomx09Wk9lYACCQDuM2l6QIxzR1EQuZ38tV886od5zw2NzfHnj17SrKP5SiHLpBYLEZtrXLfM9PT0wDFUWNvsyRrCsWz2ezxgQFlAjlJkpAkSVU7ab1eTz6fV1VIKUkSVVVV+HwXWjkf7PVQbTXSVV2cg1FKBXA88n4y7v0kWl53zmNGnQGNpCnqKOnN0OhoYC46Rza/tCHqgreDd9HbQf3gYTkWggq32U2VtZIaWzW19hpqbNVUWauotFRgNViWvFs36ozk5XxRtRVKIoRgNDjGTmeT6lM3F/YTSASoKFEAYZi5jylqqOm4inrnGZ1BPp8nmUyq7r9QDgFEOBzG4VDm85rJZMhmswmhpkfAM4A1BRAej+dwX1+fYpbWqwkIS8FCBkBN6urqmJs7N2DO5GQeGJjn+tbaon0ROx/9MJp0iMglHwPpQmFbjbWqpDMpVkKn0bHDuYOx4IUTeZPZJKe8fRh1xg17O2wlXGYXwSJM6CwF83EfJp0Jh0ndNsEFIukINoOtJEJOKRvB4DvEPbmreO1Z4kmA+fl5qqvVt/JWW0CptJB0ZGQEvV4/osjFt1lkTQGEEGLg6NGjirUplEMA4XK5CARKPzDpbCorK/H7/ed0Hjw26ieeyRetfdMw/UcsA98l3v5mcs6uJZ/jMrsIpcIls2xeDbfZhUbSLFpcCyHwxuYZ9o/Q6m6hzl684KqcqTBXEFBhqNd6SefSeGJempw7Vn9yifDG5qm2lebgNnr+iFbkeNR4A8/tPvdzOzc3R11d3TKvLA2JRAKz2azqZ0ZJ/wcotHBmMpmjii2wDbDGAAIYePrppxXLna7ViVFJqqqq8PtLP7b5bDQaDXa7/Zy5GAd7vRh1Gq4shvtkLoXrwX8iZ91JrPNty+9D0uAyOcvqbrfZvZOZyMzpKZMjxDIxemq6t5yocDOY9Say+Sw5Wb1y32oslC6aXTvLom0TCp0g6XwGq7407xVp8l7mhJvuK/8EvfbMV6wQgmAwqLqA0ufzUVlZufoTFUTpEkpvb2/a4/EcUWyBbYC1BxC+ubk5xcpJ6x1preQe1C6ZnV3GEEJwoNfDVU1VGHWb/zK2H/ksushwYdKmduX2xlpbDZ6Yd9NrFgudRkelpYqTnlO4zU5FvR3KGdcGJ3SWCm98vqxKF1DIPtRYq0tyxy3lElh8D3Fv/kpee3XzOY8ttIqrnS3z+XxUVRXfDn89KB1APPzwwxHguGILbAOsvYQhNBrNxNSUMq6ga3FiVBpJkspiLkZNTQ1eb+HgHvDEmAomi2IepQucwnb0v0jueDmZ6utWfb5RZ0Sn0RLPqPv7gEIgNR2ZIZQK4jS7yvoOXGkqznOlLCfimTjzsfmyKl3IQsafDFBlKc0dt977EHqRZrLu+TRXntuiWA7lCyiPFk6lrbyPHz8OcEqxBbYB1p6BIJPJPPjkk08qtpFyyEJUVlYu2QVRSgyGQp96KpU6y31yk/oHIeN64DaE3k5kz7+s+WV1tlrmop7Nrb1JMrkMffMDyEKmu7qLtopWAskg4ZS67xW1MOvNpHNp8mUWRGXzWUYCo7RXtpVVZiiQCOI2uUri/QAQH72HgLCx/4YXX/CY1+tVXUC5oH8o1e9jKYQQpNNpxQSUsViMTCYTEkJsjZalLcya30Xz8/MPPPLII4oJKbd1EGdYKGMc7PXQU+Okyro5N0VL77cweB8nsudfEMa1t7HZjXaSudSyLZRKE0yG6PcN0OCop8m5A81p46WOyjYmQhOkcilV9qUmkiThMjkJp8rDchwKd/mD/mF2upow6ctrjLgn5i2dd0Y+Q2XgQR6QruIF+851u0wkEhgMBvR6dTuFykH/oLSA8ujRo2i1WuXudrdZZD1h6JMPPvigYuYA5dCJUS46iNraWgYmZjkyEeL6TWYfNPEZHI99lHT19aR23LKu10qSRJ2thpno7Kb2sF5kITMWHMcbm1/S20Gv1bOropUh3/AzspxRYSmfMoYQgrHgOBVmN06Tumnx8wmnwhh1Roy60oynz8w8hEUkSLa/5ALN0tzcnKKmSWulHPQPSpcvHn/88ezc3NwBxRbYZpH1BBDT4+Pjih2uTqdT9QzEgg5CbT8Im83GYxMxBHDjJvUPzoffh5TPELnkI4t21euh0lJJNB0jnVNsnto5LHg7mHQmOleYMmk1WKl31DPsH1E94Cs1Fr2FZDZZFm22C0Lb2jJzyBRCMBWeZoezoWRrhod/TVSYueq5r7jgMY/Ho7r+QQhRFvqHQCCA262codcDDzwQzuVy2xmIErDmAOK0kHLytD1o0dFqtej1etLp0hxUy3G2iFFN+iI6Ki16OjfhPmka+xXmsbuJdb2dvHXn6i9YAkmSaHQ0MB1RdlbIRrwdKi0V2AxWRoNjz6ggQpIkHCaH6joQX9xPMBmixd2semfB+QSSAawGa8mGqYl8lqbIgxw1X0N7w7l3+Ol0mlwup2jafi1Eo1GsVquq+gcoBBBKtrIeO3ZMACcVW2CbRdb1Tspmsw8pKaRcMFJSk6XcIEtNOpfnyFyafRXShr+YpUwE50PvIevoIt72pk3tx2VyksqlSShkb52Tcwz5h4ll4uv2dmhw1KPT6BgLKpcdK0cKplLqlTH8iQDe+DydVe1lMSjrbGQhMxOZo9FRuuzDxOjDuIii3fPyCx+bmGDHDvU7U8qhCySbzSJJkiKDGaEwoCuVSkWEEOoIt55hrOuT7/V6/3jo0CHF8vvLzYIoJSaTiXw+TyaTUW0Pj44ESGTyXFpjIJXaWBul/Yn/gyYxR2T/x0GzOeGWJEk0ORuZChe/jTeajtLr7aPCUsGuipZ1K/gLeysILMdDE8+YIMJmsBLPxlUpY/gTATxRD51VHWXVcbHAfNyH2+wqqbV5cvQeksLApX/yqnN+LoRgenq6LAIIj8ejug7D7/crKuI8duwYOp1uu3xRItZ76/Dkgw8+qNjoTLfbTTCovjistrZW1TLGwV4PRp2GGzt24fNdOANiNfTew1hPfpNE61+SdV9SlD3ZjXaEgGi6OPGjEILp8AyT4Wk6qzoWJ1ZuBEmS2OlqQiNpnjHlDEmScBjtRNKKNUYtiS/uxxPz0lndia4Mg4e8nMcT81JnL92ddiSdoSfxECOua7HYztUX+P1+nE6n6t0X6XQaSZIUa51cK0qLOJ944oms1+s9qNgC25zDegOIyZGREcUcKbVaLTqdTnUdhJpljIL7pJermqqpq24gFPKsb0qonMX1wD8im2uJ9dxW1L0tZCE2+/dP5zL0zfcjEPRUd2HUbf5LbSETYdAaGPKPqDpZtVRUmN0ES1TGEEIwF/UwH/fRVdVRlsEDwFzMQ7W1qqT7O9b3MLVSEMdlr7zgsfHxcZqbm5d4VWkply4QpfUPBw4cCGUymccUW2Cbc1hXACGEEHq9/mRvb69S+ykLHYTD4SAajapyCPXNRZkJJbmxtQaNRovDUU04vPZgxnb8S+gDp4js+zBCZ139BevAYrBg0Bo25UEQSAYZ8A3Q6Ghgh7OxqOI7SZLY4WzEaXLQO99PJqdeGaoU2I12opmY4hkXWciMBsdJZBN0VZdn2QIgm88RSARK2hEihEBM3UsWHU3XnNt9kclkiMViinYcrJVy6AJRWv8ghOCpp54SwNOKLLDNBaxb/eTz+X5+//33KyZQKQcdhCRJqgUyB0+7Ty74P1RXN+P1jq3ptdrwMPYn/4NU/QtI1z1Xkf3tcDYyFZ5ed+1dlgveDr64j+7qbhymjXeXrEaNrZom1w76fQPEilRyKUckScJusBFVsIyRzWfpmx/AojfR6m4pO8Hk2UxHpqmz15V0j6f8ca7JHsJbdQ2YXec8NjExQVNTk+odKvl8nkQigc1mU3UfSusfhoeH0Wg0Q0KUQX/zM4R1f9KSyeSBu+66K6TAXoCCDkLtsdpQKGPMzpbWQAngQK+Xntoz7pNmsx1JkkgmV2nZEwLXg/+EkHRE9n1Qsf0ZdUYqLBXMRNb+u0lkk5ya78OsM9NR2Y5eq8wdyNk4jHY6qzoYC00wH1c3IFUSt4KmUvFMgr75ghNonb1O9YNwJSLpKKlcqmQzLxZ4cvAJmjVeKq969Tk/F0IwOTlJU1NTSfezFPPz81RXl2aY2EoorX+4//778+Fw+BeKLbDNBWwkVO8/ceKErKQOQq/Xk0qpa1O8YGtdyjLGfDTNscnQBeZRtbW78HhGV3ytefCHGGf+SHT3PyOblE3h1tvriKQiqw7aKng7eBnxj7DL3UKtvaakX2JGnZGe6i5CyRBjwfGymx9RDBaElMX8PC54coyenm3hKjOHyfPJy3nGgxO0ultK+v5KZPPYPAeQ0WDae67L6+zsLFVVVaqLJwGmpqZobGxc/YkK4/f7FdU//OpXvwpGo9HfKbbANhew7gBCCCF0Ot3JU6eUG3RWW1uLx6PuECeNRkNVVVVJuzF+3+dFcOHwLIejhng8SG6Zmr4m6cNx6ANkKi4j2fwaxfcpSRKtFS2MBseXLWXk5ByD/mHimQQ9Nd1Y1uHtUEy0Gi3tlW1Y9BZOefuIpErbtaA0GkmDVW8hVqSpqelchn7fIPFs4e9mLrPZFksxGZ6i1lZdFDHuerhvMsjzeYx43dVgPffOenR0lF27dpV0P0uRzWaJxWKqu08mEgn0er2i+ocnn3xyW/9QYjZULFRaB1EOZk4ATU1NKDXCfCkO9HqotZvoqDpXHyBJEtXVzczPL93S6Xj0g2gyUSKXfAxKVP81681UmN1LOlQueDtUWSpo3YC3Q7GRJIkaWzWdVe3MRGcuumxEhaWCQHJzZb+FrMOAb5B6ex2t7mbV/25rIZIqlC6qraWfcvnU0DE6NdPYLj1XPBkOh9HpdFitxRUxb4TZ2VkaGhpUL18obWJ1Wv8wsK1/KC0bOm2U1kHYbDaSySS5nLrTWJ1OJ7FYjGxWeVOzVDbPQ0M+rm9ZOs1fWdmE3z/F+Z8P49T9WAZ/SLzjb8k5OhTf59nU2+uIpqOLpYyF+QML3g4Vm/B2UAKjzkhXVScWvfmiykY4TQ4iqY0PgUvn0gz4Boln4uyu6b5geFm5kpfzjIdKX7oAGAwlaYs+AIDU87JzHhsZGSmL7AMUyhflYmKlZABx//3350Oh0C8UW2CbJdno7aqiOgiA6urqsujGqK+vL0k25NERP4lMftnhWVqtDperDp9v8sz+cgmcD/4TOVsLsY6/V3yP5yNJEq3uQikjmU3SN98PUDRvByUoZCNq6KxqZzY6x4BvkKRCFt2lQiNpMOvNJLLr83jL5XNMhCYZ9A1RZ68ri2zReiiULmpUea/dNeLnRdonyNVfAc4z+oJYLEYsFlN94iVAMplElmXVZ3Bks1kymYyi+7jrrruCsVjsPsUW2GZJNhRAlEIHUS5ljB07dpSkjHGw14tZr+XyHcuryOvq2vF4RpBPp99tT30aXXSM8CUfA606B7ZZb8asM3HK20ejo7Ho3g5KYdQZ6aruoN5ex2hwnJHAaMkmjipBhdm95tkYeTnPTGSW3vk+zHoze2p3b5mswwKRVIRULk21tfQHdSonc3y8j32aUXR7z5190dfXR3d3d1l8Bqanp8tCPDk/P09NjXLCbiEER44ckdnWP5ScDRfMfT7fz+677z7FnHoqKioIBoOq2xJbrVby+byiXSEF90kPVzVVYdQtfweo0+mpqmrC4xlB5z+B7dgXSex8JdmqqxXb20rIssxoYIycnCvZ1MNiYzfa6anuwm12M+gfZiI0STa/9ebwOE1OQqnwip8XWch4Y15OeXuRJIk9tbuptlaVxWG3HrL5LOOhSVpVmgL6++kQN8qnzQ67X7r481AoRDabpbq69HqMpZiZmSmLAGJ2dlbR8sXg4CCSJA1u6x9Kz4YDiFQq9asf/OAHG7ckXAVJknA6nYRCIaWWWDNNTU1MTEwodv3e2Siz4dSy5Yuzqalpxe8bx/nHf0TWO4nufq9i+1qJRCbBqfk+LAYLnVUddFS1MR4a35J38ZIk4Ta72FPTg1lvpn9+gJHAKImMYmNfio5Wo8WoMy5Zjsnms0yFpznhOUUmn6Wnppv6EhsuFQtZyAz5R2hyNqpWJrt7xM/LDYcRNXugsm3x5729vfT09Kiyp/MJBoOYzWYMBoOq+5BlmUgkgsvlUmyNX/ziF2m/3/9dxRbYZlk2/A0ihBifmJiIRaPKCdHKpYzR2NjI9PS0YtmQg70eJM64T66ERqNlT/wJjL6niO79AMLgUmRPyyGEwBPzMhIcK3g72AqiT4PWQKu7hUH/8JbtcJAkiWprFXtqd1NpqWAyPM0pbx/zcd+WmK1RYT5jKiWEIJyKMOQfpt83iEFrYG/NbnY4G9FplDfyUorx0CQukxPXea6PpWIimmJyfpJ9oh9p95nyxfz8PHq9XtGDcj2Mj4/T0tKi9jYIBoO43W5FM0U/+MEPIqlU6peKLbDNsmzqFiSXy/3i3nvvVazGUF1drepUzAV0Oh0VFRWK7eVAr5fddS4qLKvfUWliU9Sf+hI+56VEap+vyH6WI5fPMegfIpFJsLv6Qm8Hm9FGna2G4cCo6qWnzSBJEk6Tk67qDtoqWknn0pz0nmLYP0IgESjbAMlpcuJPBJgITXLCcxJ/wk+drZY9NT3U2KrRaLZexuFsPDEvspynzq7eUKhfjvj5U+1hJASc7r4QQixqH8qBbDZLKBQqCyGn0uWLQCDA3NxcWAhRetvgbTYXQPh8vh98//vfV2xghF6vx2w2Ew4rVilZM62trYyNjRX9ut5oimNToQvMo5ZECFwPvQeETHDfh5iKlu4zE0lF6Z3vo8pSRWtFy7KHUZW1CpPOuKQ/xFbEqDOyw9nI3to91NpqiGcS9Hr76JsfwBPzklZ5YFdezhNIBBj2j9A734cs8hi1RnbX9LCrohWb0bblNA5LEUlF8Mf9tFaUvmVzgWxe5p6xAH9uPQKV7VBTKFfMzs7icDhUnzWxwOTkJDt27FD97y6EwOv1KiqgvOeee+RMJvO/ii2wzYpsNpf55KFDh/L5fB6tVpn2rwUzJ7Wd1BwOB7lcjkQiUdR2pN/3FbIaa9E/mEbvwjTxGyK734fNvZvJ+X6S2SRmvblo+zkfIQTTkRmi6SidVR1rqjs3OXcw4BvEnwhQWWZeEBtFkiRsRhs2o40mdpDOpQkmQ4wERhdFpFaDBavBitVgUaRMIAuZRDZJPBMnnkkstm06TQ5qbTVYDVZ8CT/ZfHZLtWOuRiqXZjw0QVd1p6q6jQdnwoh0kG7N09DzTpAkZFlmYGCAa6+9VrV9nY0QgomJCa6//nq1t4LP56OyslLRzNf3vve9QCAQ+JFiC2yzIpv6lhNCyDt27Hjo0KFDr7rxxhuLtadzqKmpoa+vj927d6seUbe0tDA6OsqePXuKds0DvV5q7SbaKu0rPk9Kh3A+8j6yzt0kdv3V4ujqgmlTe9H2czbpXJrhwCgOo53u6q41//4lSaKtchd93n5MOiNWg/qOfMXGqDNSZ6+lzl6LEIJkLkU8EyeUDDEdmSEv5zBojRi0evRaPQat4fR/6tFp9Ggk6fTvUwJEYSw0glw+R1bOkslnyeazZPIZsvks6Xwh02HRm7HoLVRbq7DozRcECm6Ti35fYQDWxUBezjPkH6bV3YJBq64g8K5RP6+yHEMj56GnMPtiYmKC2tpaTKby6ELy+Xw4nU7VxZNQyIQ0Nzcrdv1MJsORI0eybLdvqsamb5Omp6fv+N///d+bb7zxRkUaybVaLW63G7/fr3pNr76+noGBAbq6uori6Z7K5nlo0MeLuldPNzoe/xiahJfgs74Mp+9uHUY7s5FZYukYNmNx06eBRIDpyAwt7mbsxpWDm6XQaXS0V7Yx6B+iq7pT9S9/JZEk6fTBbobTsZIQYvHwz+SzZOUs8UycYD5DNp9DnBU0SKevISGh0+jQnw46jDoDNoMNg1aPQWdY0923TqtDq9GSzqXL1sxrrQghGA6MUGerLfr7e73MxNM8Nhflk9VHQLMDGi4jl8sxOjqKUjdPG2FkZKQstBj5fJ5wOKzo8KwHH3wQjUZzUGxlwdUWpxh51oN33XVX+otf/GIRLrU0O3bsYHJyUvUAQqPR0NjYyOTkJK2trZu+3qFhP8lsnhtX0T8Y5h7F2vst4rveRM51bvajybmD8dAk3dWdRcnQ5OV8wQtBztFT072pVLxJb6LZ3czA/CBd1Z3otepPJiwVkiRh1BlVOcQXujHq7cqJ15RmIXiwGqxUWUs7onspfjUawEqSXfEn4eq/BUlidHSUpqamspi4CQUXzFwup3q5F87MvlAya/zDH/4wNDs7e6diC2yzKpsuTgkhErlcbmhgYKAY+1mSyspKQqEQ+bz66vcFMWUx2voO9How67VctoL7JPkMzgduI29uJNb9jgsethgsGHWGTQ9TgoK3Q6+3D6vBQkdlW1Hq+A6jnSZXE/2+QbJ5dWebPFNwm90Ek2tzpSxHhBCMBscw6Uw0OhrU3g45WfCrUT9vq+1HkjPQ8zISiQTT09NFuZEoFkNDQ7S3K1POXC9Kz+AQQvDb3/42C/xRsUW2WZWiqFv8fv8dP/vZzxSzapQkqSxGfEOhM6Smpobp6elNXUcIwcE+L1fvXNl90nbsC+hDfYQv+TBCt7SWYKeriZnI7IYdFIUQeKKnvR0qd1FjW3qg10ZxmhzscDQw4BsgJ28HEUqj1+qRkMjk1e0Q2QhCCMZCE+g0urIIHgAem4vgTWZ5pfEwWGsQO67m2LFj7N27VzHx+HpJJpNEIhFFOx7WSiaTIZ1OY7evv/S5Vk6cOIEQ4qQQYuu9yS8iihJApFKpn95+++2KjjZcKGOUA21tbYyMjGzK6+DkTIS5cIobVui+0IYGsT/1aZINLyJT++xln6fT6Ghy7mA0OL7uPWVPezskc8mCt4NCHR0us4t6Rz3984PktjMRiuNex2yMcmEheNAg0eRUvw1xgV+O+GkwydQFHoXulzA+OYXNZlO9pHo2w8PDtLW1lcXvbHp6moYGZYO/O++8Mzo3N/d1RRfZZlWKEkAIIXzRaHSkv7+/GJdbEofDQTqdJp1W3yrZZDLhcrk25ZJ5sNdbcJ9sWeaOQQhcD96G0JqI7v3XVa/nMrvQStp1lTIiqQh9831UWatocTcrbjRUYXbT4KinzzewJedNbCUqtlgZY6FsoZU07HQ1lcVBCOBLZnl4Nsy7m4aRcglSbS9kbGysbCyroXDH7/P5FD+014rSQ7xkWeaHP/xhKp/Pb7tPqkzRToz5+fkvfOtb34oV63pL0dTUVDZZiPb2doaGhjachTjY62HPCu6T5v7vYpx9mOju9yCb1jacp9ldKGVkVjmchRBMhaeZjszQWdVJhdm97v1vFLfZRZOzkX7f4Kr73GbjGHQGZCG2RKBWEEyOYtAayirzAPCrUT95AS/UPIEwuTgSsLJv376idGEVi5GREVpbW8vi9xYOhxcNAJXikUceQZblQ0KICwe/bFNSihZAZLPZX/7gBz9IKtlRszBauxy6dqxWKxaLBb9//UacnkiK49PhZcsXmoQX56MfIlN5Jcmdr1rzdRdKGWPBsWV/R+lcmt75fiQkuqu7MOpK317pNDnZ6dxB//zAksOftikOhSxESO1trEhezjPoH8KsN5XdKHhZCO4e9XNDgxH73APEGm/C5nRTWal+V8gCuVyO2dlZRQWL62FsbEzxGRzf+MY3gjMzM8q1/W2zZooWQAghErIsP/7oo48W65IXsDCsxufzKbbGeujo6KC/v3/dAc39i+6TS5cvHIf+FSmXIHzJx2CdznsuswudRoc/cWEpw58IMOAbpMnZSKOzQdUva4fJQVtFK0P+EUJJ9a3KL0bcljPDtcqRhWC2wuwuG8Hk2TzpjTEdz/APDeOQjjBm3ldWpQuA0dFRdu7cWRZizlwuRyAQUFTImclk+N3vfpcB/qDYItusmaIWvaenp7/w9a9/XdFvrJaWFkVmUmwEh8OByWRifn5+Xa872Ouhzm5m1xLuk8bJA1iGf0Ks4+/I23dtaF87XU3MRs+UMvJynpHAGIFEgJ6a7g0ZQymBxWChu7qT2egss9G5ssgsXUyYdEbycq4sO18iqSgDvkFaXDupspaPGPFsfjniw2nUck3mEHmtiYab/qqsSheZTIapqamymLoJZ7QPSt6Y/OY3vxHAXUII9Xv6tyluAAHcf++992ayWeXqri6Xi1QqRTJZHqnv7u5u+vr61nz4pbJ5HhrycWPrha2SUjaO88F/ImdvI97+lg3v6exSRiwdp9fbh81gpb1I3g7FRK/V01XdSSqbYiQwiizKf2z2VsJldpVdGcMb8zIZnqKrulN1h8nlCKVz/HE6zCu7nEjjB4jWX09lbXllSQYHB9m1a1dZZB+EEIyNjbFz505F1/nKV77i93g8X1V0kW3WTFEDCCFEXgjxq3vvvbeYl72AcspCWK1W3G73mn0hHhn2kcrKS+of7E/+O7rYRKF0sUnrZ6fJSSafZcg/TFvlLmps1WVVXz4bjaShtaIFm9FG33z/lvQvKFcqyqidUxYyY8FxIukYPdVdZW1v/puxAFlZ8OeVo2jTQexX/YXaWzqHZDKJz+dT/MBeK4FAAJvNpuhMkHA4zLFjxxLAUcUW2WZdFL1vz+PxfPWrX/2qoiKFhoYG5ubmysKZEqCzs5OhoaE1uVMe6PVi0Wu5rPFcj3i97yjWp/+bRPNryVZesan9ZPNZBnxDWPRmNBqNqhMM10OtrYZGRyP98wPEMnG1t3NRYNabyeYz5GV1PyvZfI7++UEMWgNtFa2KtwxvBiEEd436ubTWgm3i1witAW33n6q9rXPo7++ns7M49vXFYHR0VHFXzp/85Ce5bDZ75/bsi/JBiU/xU08++WQiEokocOkCWq2Wuro6ZmZmFFtjPRiNRurq6hgfH1/xeUII7u/1cvXOagxnu0/KOZwP3IZsqCS6+92b2ks4FaFvvp8aWzW7Klppdbcw5B9W/QBZK06Tg46qdsaC43hi3m1dRBFwmV2EUiHV1o+mo/TN91Nvr6XBUV82h95yHPfHGY2kuKkOqgOPI7U9D8pENwQQjUaJxWLU1ZXHrJNkMkkymVR0cBbAV77ylWAgEPgfRRfZZl0UPYAQQohMJvM/3/3udxVtQF8YrV0uB0xbWxtjY2PkcssL1k7ORJiLpLhx17nlC+uJr2PwHSWy7wMI/caGmspCZjI8xUxklq6qTtxmFwB2o40aazUjgfL5Xa2GSWeip7qLVDZF3/wA6Zz65mFbGbXKGHk5z3hwgqnwDJ1V7bhOvyfLnV+O+DHrJJ5rGUaf9MLuW9Te0jn09vbS09NTNoHY6Oio4kLO4eFhZmdnZ4QQY4outM26UCSPGAwGv/b5z38+rOSBZTabsdvt6+6AUAq9Xk9zczNDQ0PLPudArwcJuK75jDGUNjqO/fAnSNU+h3T9Cze0djqXpm++H42kobu6E8N53g7VtmoMWgMz0dkNXV8NtBotze6d7HA2MOAb2s5GbAKz3kwqly5pFiqajnLK24dJb6K7unPLjBaPZfIcnAxyba3E/vwp0Oigs3zKF36/HyFE2XhRZLNZPB6Pos6TAF/60peiPp/v3xVdZJt1o0gAIYTwxuPxI0888YQSl1+kvb2dwcFBRddYDy0tLXg8HuLxpev3B3u97K13415wnxQC50P/DAIi+z4MG7ij8Cf8DPiGaHI20ehY3tthp6uJaDpW1r4AS2E32tld000qm6Lft52N2AiSJOE0OQinlPfbkGV5MevQUdVObZEHsynNr8e8pPOCt13djGb8ILTcBBZlU/NrRZZlTpw4wZ49e9TeyiJjY2M0Nytrg5/JZPjRj36UyGazP1dskW02hGJ/9ZmZmU999rOf3fyM6RWw2+3o9XoCAUWXWTMajYY9e/bw9NNPX/CYJ5Li6ekwN5xlHmUa+RmmyfuI9dyGbFlfi1jB22GUQCJET00X9lXa4SRJor1yF9PhGRKZxLrWUpuFbESDo5CN8G5nI9ZNhaVC8eAxmo5y0tuLSVfIOpi2SNZhgbyc56dDHjorDFxl8UJ4DHpepva2FhkbG6OmpgabrTxaX/P5PFNTUzQ3Nyu6zs9+9jNZluX/3Z68WX4oKYX+4wMPPBALhUIKLlHogCinLERVVRV6vf6CQVsHexfcJwv6BykdxPnwv5B17SXR+vp1rRHPJE57O9hor9y1Zm8HnUZHe+UuhgOjW2JGwvk4TmcjEtkk/b5tG+z1YNVbSGaTivhs5OTcWVmHNmrtWyvrAAWB88GxISZigr/cV4M0dh8gQfdL1d4aAKlUivHxcTo6OtTeyiITExM0NjYq7kPxmc98xu/1ev9L0UW22RCKBRBCCJFMJr/0zW9+M6XUGlAwlsrn8yjZ9bFe9uzZQ19f3zltpgd7PTQ4zLRWFO4eHI99BE06QHj/x0Fa2wdQCMFc1MNocGzD3g5mvZkmZyND/pEtadqk1WhpcTfT6GhgNDjGSGCMTG77xmQ1JEnCYXQQThXvcyLLMrORWXq9fZj15tNZB+V8AJRkJjLLg3N5jFqJl3e7YfQ+2Hkt2JeeV1NqTp06RXd3d9k4YcqyzNjYmOKtmydPnmR2dnZUCDGq6ELbbAhFm7Ejkcg3v/zlL0fX4o+wGTo6OsoqC2EymWhqalrcUzJTcJ+8vrUWSZIwzD6Mte8O4m1vIudcm7d+wdthkHQuze6absz6jU+7c5lduExOxkPlMdl0I9iNdnqqu3GZnQz4BpkITZalZXM5UWEpzohvIQTe2DwnvacQwJ6a3WVtVLYagUQQXzLKI3NZXtLhwpmahkA/9JRH94Xf7yeTyZRN2yYUbKtra2vR6/WKrvPpT3865PF4PqroIttsGEUDCCFEOJvN3nfav1wxqqqqSCQSy4oX1aC1tXVRUPnwkI90Ti4Mz8qncT5wGznLDmKdb1/Ttc54O9TQ7N5ZFGOoOnstspzHE/Nu+lpqIUkSFWY3e2p3Y9aZ6PX2MROZ3TKeF6XGZrARy8Q3nHkSQhBIBDnpOUUql6KnppsGR31Zm0KtRiKTYCYyw1jCTTwn87o9VYXsA0CP+uULWZY5efIke/fuLZsATQjByMgIu3ZtbFbPWgmHw9x7770xWZaVtTbeZsMo/smfnZ395Cc/+cn1z7xeB5Ik0d7evmILZanRaDTs3buXY8eOcaDXg9Wg47LGSuxHPoc+PEjkko+CbuUsgixkJkOnvR2qz3g7FANJkmitaMGf8BMqs1kJ60WSJKpt1eyp3Y2ExClvL97Y/LbQ8jwKZQw70XR03a+NpCL0evsIp8J0Vnew09VUdnNV1ks6l2Y4MEpb5S5+NRqizW3kqgYrjN0HDZeBS32b6OHh4bISTgLMzc3hcrkUta0G+OY3v5lOpVJfFmIL1lqfISgeQAghTo2NjU0ODAwouk5dXR3hcLisshCVlZVYbTbuOznL1TurMEcGsR39T5I7Xkam5oYVX5vKpejz9qPVaAveDgrMDdBIGjoqO5iKzBS1Nq4WGklDvaOOnppu0rk0JzwnmY3ObZc2zsK9DlOpQsYhwClvH56Yl9aKVlorWsp6hsVayeQzDPiGaHE3M5uAp/1xXrenEik+B97jZdF9EY1GmZmZobOzU+2tLCKEYGBgQHExZz6f50tf+lI0HA5/TdGFttkUJck9ejyeD370ox8NKbmGJEmLkzHLCdnZiD+R45odTpwP3IbQWYnsef+Kr/HF/Qz6hmlyNSlu/avX6uiq6mAyNElkA3em5YhOo6PJtYOemh4kJHq9/YwFx7e7Nih0skQzsRWzMzk5x0xklhOek0TTMXZVtNJR1Y5ZvzUFkueTzWcZmB+k2bUTu9HGXSN+9BqJV3ZXwNiBwpN6Xq7qHoUQHD16lP3795dViWhqaorKykosFoui6/zsZz+T0+n03UII5c1LttkwJXlnyrL82/vvv9+/1omVG6W6upp0Ok04XD7vud8P+NFIcJ332xg9h4jufh/CuLQxzYK3Qyi1Nm+HYqHX6ums7mA8OEEsHSvJmqVAp9FSZ69lb+1unCYn46EJer39+OL+LdmBUgwkScJmsBE97+8shCCSjjLsH6HXW3A13V3TQ7N755bzc1iJXD5Hv2+QJtcOHCY76bzMb8YDvGCXk0qLvqB/qO6GqnZV9zk0NER1dTUul0vVfZxNPp9neHhY8YyIEIIPf/jDAY/H8xFFF9pm05QkgBBCiFAo9OFPfepTiubJJUmip6eH3t5eJZdZFwd7PdxUI9gzcTtR12Ukm/5syefFM3FOefuwG+20Vazd26FYGLQGOqvaGQ2OE7/IJmFKkoTb7KK7uovWihaSuSQnPKcYD04Qz8SfcVqJCrObQLJgvpbOpZmNzHHCc4r52Dw1tmr21u6mzl6LVqNsf3+pycmF4KHR0YDT5ATgj9Mhwpk8r9tbCUk/zD0Ju9XNPkSjUWZnZ8uqdAEFI6v6+noMBmVLWL/73e9EJBJ5SAixddvEniGULDeWTqf/96c//WnE71dUT4nb7Uaj0aD0OmthNpzk5EyEf5VuRytnOL7zzaTz53oWCCGYjc4xFhynvXIX1dYq1dTWRp2Rjqo2RgJjF1Um4mxMOiNNzh3sq92Dw2RnNurhac9JRgNjhJKhiz4zIYQofD4SAU7MnWQ0OIZGo6Gnpou2yl3YjfayUfsXk9zpceL19rpzxMh3jfhpchi4ockOYwdByKrqH2RZLsvSRTabZWJigra2NsXX+sAHPuCfnZ1duc67TVlQsneoECKfSCT+/XOf+5zit7cLWQi17ywP9np5ruYpukP3Eev8B2rqr2EkMLa4rwVvh0wuQ88mvR2KhUlnWsxEbEStv1UoZCXctFfuYl/tHiotlYTTEU56ehnwDTIfm9+Sbp1LIcsywWSIkcAYT3tOMh+bx6wzscO5g+7qLmptNVu+o2Ilsvksfb4BGhz1VFjciz+fiqU57I3x2j2VaCSpoH9wt0DtXtX2ulC6cDqdqu1hKYaHh2lpaVHcyOrRRx9ldnb2aSFEv6ILbVMUShriRqPR//nWt74VjcWUvbu12+3YbLYL7KRLzcOnxvmU4Xay9g7i7X+N3WjHZrAyE50lnArTN99PbRG9HYqFUWekq6qgiYhcBN0ZqyFJEg6TnWbXTvbV7aHJuYOsnGPQP8wpTy9T4WkCySDpXEb1oHQt5OQc4VSE2cgs/fODnPT2Ek1HqbJWsq92D22Vu6h31BNJX/x/20w+Q//8AE3OxgvaoO8aKeiTXt1TAekITD9aMI9SKQMTCATweDxlV7pIp9PMzc0pPvMCFrMP71F8oW2KQklvO4QQ6YqKii9/9atf/dB73/teRSXdXV1dPP7449TV1amSkk1m8lwz9hVqNH6C+78ImkLdsMFRz/G5pwlq9XQp1J5ZDAw6A13VnfT7BtkhGnGZy+uOSEnMejNmvZkGRz3ZfJZoOkY8E8cbmyebz6DXGrAaLFj1VqwGCwatQbW0f07OEc8kiGfixDMJUrkUWkmDxWDBarCy09W0ZPeE0+RgKjyFEDsuypIFFPQdA74hml07cZjs5zyWkwW/GvPz3BYHdTYDDP4W5Kxq7pOZTIZjx45xzTXXlFXpAqC/v5+Ojg7F93XixAn6+vrGhBBPKbrQNkWj5HnLYDD4xc9//vO3vfOd7zQZjcqpu81mM9XV1YyPj9PS0qLYOstx/PH7+Svpt4zXvhpzxWVAwdth2D9aSJenwkiU9xe3Xqunq6qDAd8gOTlHlbVS7S2VHL1WT4XFTQWF1LcQgkw+SzwbJ5FJMB+fJ53PoNfoMWgNGLR69Kf/v/DfCz/bSIZJCEFWzpLJZ8nms2TzmcX/nslnyeQzaDUarHorFoOFRmcDZp1pTQGBRtJg1ptJZBNYDdZ1763cSWQSDAdGaXE3L9nN9PBsmEAqV3CeBBj9HdjrofGKEu/0TMtmV1eX4u2R6yUajRIOh9m3b5/ia33oQx8KbGcfthYlDyCEENHq6uo777zzzne+5S1vUdRIvbOzkwcffJD6+nqUDFYuIJ+l6aH3M48b/f7C58EX9zMbnaPV3YzNaCOYtDMSGKWzqqOs7wD1Wj3d1V0MB0ZIZBM0OS/eO9a1IEkSRp0Bo85AhflMPX3hUF846FO5FNF09PTPMsinSx+SJCEhnfWfIAQIBEKIxf8EkOCsYMSAXqvHYrBg0Jz52Wb+Fm6zm0AyeNEFEIFEkOnIDO2Vu5bVFf1yxE+tVc9zWhyQTcDkQ3DFG0GFu//R0VFMJhMNDQ0lX3slhBCcOHGCPXv2KP6ZHx0d5bHHHvMAf1R0oW2KiirKKZ/P9++f/OQn3/CmN72pWslhLDqdjs7OTnp7e7n00ksVW+d85ENfoSE1xJedH+IVBivD/hEEgp6abnSnW+PcZheRVIS5mId6e/kMyVkKrUZLR2U705EZBnxDtFXuWvx3bFNg4aBfiYXA4PxgQUICqZCPOjvAUBqXyclMZJYdjsaLIigUQjATmSWaidJT07WsMNSTyPDoXIR/uLIWnUaCsQchn1alfBEKhZiamuKGG1Z2plWD2dlZTCYTFRVL+9YUk3/7t38L+Xy+94utIDLaZhFVim1CCH88Hr/zG9/4RlrptRoaGkgkEgSDm59CuCYCo/D7T3Fv/kp0Tc/llLcPh8lBe2XbBYduk2sHgURwS7RMSpLEDmcjVdZK+rx9pLKKTmm/KJGkQmCgkTRoNVp0Gh16rR6dVodOo0Wr0aKRNCU7zLUaLUadgWRu6/8t83KeIf8IOTlHV1Xnil0ld4/6kQW8dvfpktzofWCphJ3XlWi3BbLZLEePHuXyyy9Hqy2vgDyXy9Hf38/u3bsVX2tgYID77rtvNpfL3a34YtsUFdXUOj6f7+Of+tSnwkrPrpAkiX379nHixAnlFfRCwK/fTVZo+Fj2jdQbA3RUtlFtrVry6RpJQ1vlLkaDY2S2SMtgpaWC1ooWBv1DF8X8jGc6FeYKAomA2tvYFOlcmr75flwmB83unSsGYHlZ8KtRPzc12WlyGiGfgYk/QPdLQFu6hKwQgqeeeoqOjo6yGpS1wMDAAC0tLSUp/d52220Bj8fztu3sw9ZDtQBCCBFJJpP/+dnPfjah9Fp2u52KigrGx8eVXejpH8Pw/XzP+DpmqOT/9et4YDZBNr+8OZFJZ2SnaydD/uEtY2JkNVjpru5iOjLDXNSzJVobt1kal9lFKFU+1u/rJZqOMuAbZKeriWpb9arPf9wTZS6RLThPAkw/Atl4ycsXvb29OBwOGhsbS7ruWohGo/h8vpKIzw8fPszRo0cHhRDb2octiKr9QsFg8Atf/epXQ6Vwjezq6mJ0dJRMJrP6kzdCIoB8z/sI2zp4zgv/mg/f1Egkl+ffHh3n5b8+yTdPzDKfXDrL4DQ5qDC7GQ2Mb5nDuCCu7CSRTTAaHNsywc8256LTaNFrdFuyJDUfm2ciNElnVQd2o331FwC/HPHhNul4fuvptuSR+8Boh9ZnK7jTc5mamiIajdLd3V2yNdfKgnBy7969JSmlvf3tb/fPzc39veILbaMIqgYQQoh0LBb78Ec/+lHFc+ELgspTp04V/dqyLDNy+HdoUkEcmTl2jX2Hv+nW8vs39HD7LW1cWmfhW6fmeMWvTvDBQ6Mcnb9wGmKtrQaNJDEX8xR9f0qhkTS0uluw6C30zQ9cNM6NzzQqTndjbBWEEIwHJwilwnRXd2Fc47AvfyrLQzNhXt1TgVGnATkH4/dD54tAVxo/llAoxPDwMJdffnlZCldLKZz83e9+JyYmJh4TQhxTfLFtFEF1x5J4PH7Hj3/8Y//kpPJzUxYElYFA8Wq+sViMhx9+GLnhSsRb/oDU/lw4+k34/vPQPPwJnlMZ5Vu3tPGHN+zmry+t4QlvlLf+fpC/+l0fvxj2kczlgYJWo9m9k1AytKVSypIkUWevpdFRT998/7YuYgviMrsJbpEAoqB3GECn1dFe2baugV/3jAXICXjtntPli9knIB2C3aUpX6RSKY4cOcKVV16Jkt1nGyWbzZZMOCnLMrfddpt/bm7uHYovto1iqB5ACCHyfr//tve+972Kf4NJksT+/fs5fvw4+Xx+09ebnJzk8OHD7N27l/b2dqTGy+A1d8I7noBLboW+H8MPXwj3v49meYIP3tTIY2/ey/99bhN6vcT/fXKSW+4+yReOTjEVS6ORNLRXtjEZmiK5xVLKTpOTzqoOZqNzjAbHycub//1uUxr0Wh0aSUs6p3hT1IYRQuCNzTPgG6LR0UCjo2Fdd/BCCO4a9XNVg5X2itPOnKP3gd4Cbc9TaNdnyOfzi98VVmt5+m6cPHmS9vb2kggnf/SjH+WDweA9QohRxRfbRjGkcqi5S5Ik1dbWHrv//vv3lSL6HR0dJR6Ps3fvxobmZLNZjh8/DsAll1yy/N1EeBoO/Tc8+e2CWU3zc+HSt0DtpQghODwb545j8/x2OERehuvqHby6vYp9FTrGgmN0V3eu6i1QbgghmI/78MS8NLuacJgcam9pmzXgiXmRhVyWniTpXJrR4PjiJNWNjBl/0hvl7X8Y4j9v3smreioLUze/9yfQfC289jsK7PoMQgiefPJJKisraW1tVXStjeL1ehkdHeXqq69WvLSSzWbp6OjwjY+P7xFCeBVdbBtFUT0DASCEEB6P523veMc7StJP1tLSQiQS2dDI72AwyMMPP0xNTQ1XXHHFBmtdQAAATMlJREFUyqlIZyP86afgn07Cs98P3iPwyz+Hu9+ANPUwV9Vb+fKLWnn4TXt559V1DIYTvPvBEf764BiH/XaOzA5suTt5SZKosVXTWdXOzOkx5Vvt3/BMpMLsJpgMqb2Nczg769Bgr6PF3byh4AEKzpN2g5YXt592D/Ucg4RX8e4LIQRPP/00Vqu1bIOHbDbLyZMn2b9/f0l0GV//+tfTiUTiju3gYetTFhmIBerq6u674447nvvCF75Q8cAmHo/zxBNPcOONN65pRK0QgqGhIebm5rjssss21rudjsFTd8AjX4LoLFTthv1/C60vAI2WTF7mt8Nh7jw2z+HZOEatxHW1Wt68Zxed7vJMe67EdjZia3HK20d75a6yGPBWjKzDAuF0jpfdfYLX7a3k489pKvzw0U/Dye/Be4dBwfflwMAAiUSiZIfzRjhy5AhVVVU0NTUpvpbf72fv3r1zc3NznUKIqOILbqMoZRVASJLU1Nra+lRvb29VKepway1lLIifHA4HPT09m59Kl0vD8R/BQ5+HwDA4W2D/m6Hj5XD6y/uEN8F3jvv4eZ+fjAyXVVt5dXs1z250Fex3txCFw2AMk8606cNgG+WYi3qQkKi116i2ByWCzh8NePmvo9Pc8+dd7K62FAzffngz1O2B1/+4CLtemvHxcebm5rjqqqvKbsLmAh6Ph7GxsZKULgDe8IY3hH/605++PR6Pf0/xxbZRnLJ6VwshJiORyH9/+tOfVtxcCtZWyvB4PBw6dIi2tjb27NlTnC8CnREuf0NBbHnrHWBxwgP/VvhSO347ZOPsrbHwH8/fyeN/u4+/2WtlJp7kg4fGeMWvT/Ktk3P4l/GUKEeMOiNdVZ1Y9GZOefuIpLZvPMqRwnAt9Vwp07kMA75BEtkEu2u6ixI8LIgnL6mxFIIHAH8vRKeh52Wbvv5yzM7OMjU1xZVXXlm2wUM2m+XUqVMly44cPnyYe++9dySRSHxf8cW2KQlllYEAkCTJUFNTM/jEE0/s3Llzp+LrJRIJHn/88QtKGfl8nt7eXmKxGJdddpmyymQhYPh+eOi/CoN9jE7Y83rY+5dgchdEWKOjnApIHJjK88BEFJ1G4rk7XNzaXs3eSkvZpkfPZyEbYdQaaXQ2lEW6fJsznPT00lnVXlLxrixkPDEvvrifna4mnEUsKZzwx/nbgwN86rlN/MXe05byT3y+0Gr9niFQYES93+/nxIkTXHfddRgM5fv+PnLkCNXV1ezYsUPxtWRZ5pJLLvGfPHnyWUKI4pvxbKMKZRcaCyEywWDwLX/3d39XksZ0i8VCS0sLJ0+eXPzZgreDyWTimmuuUb6tSZKg/Xnwpl/B3xyAlhvhqa/A958Hj3wKKT7H5a2tdDtzfPQ6O/f/VQ9/dUkVj8yFecv9A7zpQD+/GvWTypW/G+RCNsJpcjAwP8hkaIqcnFN7W9ucpsLsKpmYcqFccdJzCiEEu2u6ixo8QEE8adFpuKXzzOh1xg5A8w2KBA/BYJCnn36aq6++uqyDh9nZWbLZbMmstL/5zW9m5ufnf7IdPFxclF0GYoG6uroDd95555+84AUvUDzIEUJw+PBhGhoayOfzjIyMcOmll+JyuZReenm8vfDwF+D4/4KkgfaXIV/yZp7wy9Q4nbTW1BDP5Pl5f5A7j80zEEjhNGh5WWslr2yvosGqvIZks5ypd3uoslRSa69FI5VdTPuMIpVLMxYcp7u6U7E1hBCEUiGmwzM4TA4a7PXoFBhkFc/meendJ7il081/PP90NjM4DD9+Kbz4s3D1W4q6XigU4ujRo1x99dVYLJaiXruYJBIJHnvsMW644YaSBDmBQIA9e/ZsCycvQso2gFgQVPb19VWV4k2eSCT4wx/+QFVVFZdffvmaOjNKQmii0LXx1J2QSyNans+Jihdi33kVLTUFsZsQgkenY9x5zMfvRkLIAm5scPLq9iqurrWXfXlDlmXmYh78CT+1tlqqrVVlv+eLmROeU3RXrzwSe6NE01Emw9OYdEYaHY0YFbSQ/sWwj//75CQ/f00nl9Wd7mJ66mtw+Avw7l5wNBRtrVAoxJEjR7j66qvL1igKCp+1Rx55hN27d5fErhrgjW98Y/gnP/nJO+Lx+HdLsuA2JaNsAwiAqqqqj7/rXe/65w996EOKhvPBYJBjx45RX1+P1+vlhhtuKD/hU2weHvsaPP4NSEcIufeT3P0m6ne/sFACOc1MNMP3T/j4/gk/gWSOZruRV7VX85KWCqz68u5+yMk5ZiKzRFIRGhwNuM2u7UBCBaYjMxi0hmXH0G+ERCbBZHgKSdLQ5GzErDcX7drL8df39SNrZH77F91n3kc/exWYbPC39xVtna0SPEDBbVKv19PZqVyG6WwOHz7MS1/60iMej+eK7XHdFx9lHUAsCCoPHz68U4ke5bO9HS6//HKsVitDQ0OkUqkNu1QqTioCh7+FOPTfSHEvKVcPpqveBi3PK5Q6TpPOydwzFOKOY/Mc9SSw6DS8qLmCV7dX0epU/st7M2TyGabDMySzSXY4G7f9I0pMMptkIjRFV3XHpq+VzqWZCk+TyWdocu7AZtyAf8oGGAgmeMN9/XzkWY389aWn21IjU4VOp5v/D9zwzqKss3DzcdVVV5V98ODxeBgZGeHaa68tSWB+lnDy2UKIk6u/YputRpndZp+LECLj8/ne9PrXvz5Q7EAnlUpx6NAhMpkMN9xww+KHv62tjVgsxtzcXFHXKxomB9z4LqR3PY38ks8VhgHd9074yS0w8AuQC+2dRp2GV3RX8IvXdvHL13byog4Xd4/5+fN7+3jHHwb5w1SInFyewaNBa6C1ooXWihY8MS998/2EkuEtM+p8q2PWm8nmM5tyEE1kk4wGxhj0D1NpqaS7uqtkwQPAXaN+DFqJV3SflaYfO511KFL7pt/v59ixY1si85BMJjl16lRJp4B+7nOfS87Pz/9gO3i4eCnrDMQCdXV13/3EJz5x69/+7d8WpWDq8Xg4deoUe/bsoabmQtOcdDrNI488wrXXXovZXN5363Iuw9g9n6dh+EeYwkNgq4dL/hq6Xw26c/fuT2T50Sk/3znuYzaWpdai55VtVdzSWonbVL4zNxLZJJ6oh1gmTo21mipr5bYZlcJMhacx601UWtbeqVAQR4bxxDyARJ2tBqfJWfIyVCon89K7T/D8XQ4+/8KWMw/88i9AysFbH9r0GnNzc/T393P11VeX/XeEEIJHHnmEzs5OqqurS7Lm4OAgN95446jX6+0RQpTvlLZtNsWWCCAkSbLV1tb2HT58uHEzPcv5fJ5Tp04Rj8dX9Xbw+/309fVx3XXXlZ8e4jyEEJw8cQLT1IO0zfwSafJRMLlh71/Bnr8o+EqcRU4WHBwtWGY/PBVDr5G4ucnNqzuq2F1RvndSuXwOb3wef8KPw+Sg1laLSVf+3SZbkUQmwXRkho6q9lWfm5Pz+OI+5uM+bEYbdbaakmgcluOeMT8ff3yCH7yynet22As/jHvhe8+GP/kQPPu9m7r++Pg4k5OTZd+quUBfXx8A3d3dJVkvn89z5ZVXBo4ePfqnQognSrLoNqqwJQIIAK1W+yfXX3/9Tx544IGKjdzRRKNRjhw5QmNjI7t27VrTXdHg4CCpVIp9+/ZtZMslZ2hoCJ/Px5U1OXSHvgiD94LeCj2vhX1vBOuF2ZZBf5LvPO3jp70B4lmZPRUWXt1ezfOaXBi05Rk4CSEIJIN4Y/NIElRbq3GbXdstoEVECMEJzyl213Qvme0RQhDLxJmPzxPPJKiyVFJtq1Kkc2O9/P39A4SzOX7/hp4zn/OT34eH/w/8w2NQs7GDVAjB4OAgwWCQK6+8Eq22/LNgs7OzjI6Oct1115UsE/SZz3wm+ZnPfOb/eb3e4ghNtilbtkwAAVBbW/udT3ziE695y1vesuawXwjBxMQEo6Oj6/Z2EELw1FNPUVVVRXNz80a2XHImJycZHx8v3B0FBgrulid/BpIOOl8O+/8GnBf+W6LpPD/rC3DHsXlGQmncRh237KrklW1V1FrK9y4rlU3hjc8TSoVxmZxUW6sx601qb+uiYCI0ic1go8JyxoQpJ+fwxf34En5MOiM11mrsxvJpFR6LpHjdb3t5/w0NvPWK2jMP/OqvIRMo2MdvACEEJ06cIJ/Pc8kll5R9VhIgEonw1FNPcf3115csUzIwMMCznvWsUY/Hs126eAawpQKIhVLGE0880biWroxsNsuxY8fQarXs27dvQ94O+Xx+sW+6srL4znVK4PF46Ovr46qrrioY2gRG4OEvwtHvgZyD1hfCpW+Bqp4LXiuE4OHJKHcc93FwNAzAsxqc3NpRzeXVtrI5KM5HFjKhZAhv3Ics53GanbjNbsw6U9nuudyJpWPMxTw0u3YSTIYIJkNk5SxVlgqqLFWKmD9tli8eneZ/h7wcevNeqi2ndT2pIHznJrjxXfC8f1v3NfP5PEeOHMFqtdLd3b0l3k+ZTIZHHnmEK664ArvdXpI1T5cu/KdLF4dLsug2qrKlAggArVb7nOuuu+6nDz744IqljEAgwLFjx+jo6Ni013symeTRRx/lmmuuKWuHubNZ+Pfv37//jGFMdA4e/Qo88T+QiUHTTYVAou7Kc7wkFpiMpPne0z5+dNJPMJWn1WHi1e1VvKi5AksZe0pk81lCqTChZIhULoXD6MBldmE32rbLHGtACEEymySYDDETncVqsOA2uXGZXWWd3cnkZW751Umu3WHlay/ZdeaB/p/BHz8If/dHaLh0XddMpVIcPnyYxsZGWltbi7thhZBlmUcffZRdu3ZRV1dXsnU//elPJz/72c9+0+v13layRbdRlS0XQADU1dXd+fGPf/y1f/d3f3dBXm6hTunxeBa9HYpBIBDgxIkTXH/99eXjUrkKyWSSJ554gubm5nNLMMkQPPH/4NGvQsIHtZcVAomdz1kykEjlZO4eCHLHsXlOzCex6jW8pKWSV7VV0ewo3wMFCpmJSDpKKBkimo5i1ptxmVy4zM6yqNeXC7KQiaajBE//nkw6E26zi2g6htvswmV2qb3FVTkwGeRDh8a4/ZY2ntNylnfIb98KkVG47fiS7+/lWLCm3rNnT8m6F4rB8ePHMZvNdHRs3sdjrfT39/OsZz1rxOv17t4uXTxz2JIBxOlSRu9jjz224+yDMZlMcuTIEVwuF93d3UWvU05MTODxeLjyyiu3RBoTIJfLcfToUUwmE7t37z73d5JJwJHvwiNfgPAUVHTA/rdA24tgicNVCMGRuQR3Hp/n14MhsrLgmlo7r+6o5vo6B1pNef9OhBAksklCyRChVAiNpMFlduEyOTE9A0sdmXyGSKoQNKRySexGO26zC7vRvpipiaajzMd97Koo/7vvd/5xiKlEigffuOfMezETgztvgGv+Dl74yTVfa3p6mqGhIa688sqy93g4m7GxMfx+f0n9HnK5HFdeeWXg2LFjLxBCPFmSRbcpC7ZkAAGg0+lu2Lt3711PPPFEhV6vZ25ujt7eXvbu3avo3cLJkyfR6XR0dXUptkaxWcjK+P1+rrjiigsFVfksnPhpQXA53wf2HbD/zdD5SlimTXI+keWHJ/x872kfc/Es9VYDr2qr4mWtlTiNW+POPpPPEEqGCafCpHJptBotVr0Fq8GCxWC9aPQTQggy+SyJbJx4JkE8EyeTz6DX6gtBg8mFWW9e8t8qhOBpz0n21u4u6/LPTCzNK+85xT9dU8dt19SfeWDo13D/e+DN98LOa1e9jhCCvr4+IpEIl19+OXp9+fqjnI/P56O3t5frr7++pB0i73vf+2K33377f3u93veXbNFtyoItG0AAVFdX/5+//Mu/vO3Nb36zPZFIcOmllyo+elsIwWOPPcaOHTs2ra0oNbOzs/T39y8vrJJlGPgNPPg5mD4M5irY9wbY/TowLC3EyuYF942EuOO4j8emYxi1Ei/Y6ebV7dV0ubeGXmSBnJxbPGDjmQSpXAqtpMFisGA1WLFugaCiECxkCv+O0wFDNp9BrzVgNViw6q1YDRYMWsOa/x2jwXEqzC6cJufqT1aJrz09w519Hh560x4a7GcFyPe9C+aPwrv7YJWMZDab5amnnsJut9PT01PWf+fziUajHD58uOTmdwcOHJBf//rXH/F6vdcIITZuXbrNlmRLBxCSJGkaGhqe+uQnP7nvjW98o6aUKbtDhw7R1dW1pJNlObPQ2tXW1saynSxCwNhD8NDnYPh+MNhg918UjKksyw9Y6vMlufP4PD/vC5LMyVxSaeXVHVX8SaMLfZl6SqzGQlCRyMSJZxMksyk0kgajzoBeo8eg1aPXGtBrF/67Hq2kVezwkWWZjJwhm8+SyWdP/+eZ/52Tsxi0BqwGayHw0VsxaPWb2k84FSGQCNBa0VK8f0gRycmCV/z6JHtrzXz7lrazHkgWyheX/gW89HMrXiMcDnPkyBHa29u33I1BMpnkscce4/LLL8fhKN3cmNM6M8/MzMxlQojZki28TdmwpQMIAEmSahsaGo4ePny4rr6+fvUXFIl0Os2hQ4fYv38/brd79ReUEblcjmPHjiFJEpdccsnKotCZI4XSxqm7QGuArlcWvCTsjcu+JJzO8ZNTAe487mM8nKbCpOMVu6r4s7Yqqs1bJyW8HHk5TyafWTzAFw9xuXCIL8yQ0EiaxaBCrykc4hLSaR2fhEaSgMLBLoRg8f9O//fCOlmy+Qy5xWtK6LWGxesaNOcGMDqNrujBy0IZY1/tnrK8K39wJsx7Hxrh6y9p5YVtrjMPjB2A3/0j/NUvoO1PlnytEILR0VGmpqa4/PLLsdlKN6+jGGSzWR555BH27t1b0jZzWZa54YYbgkeOHPnzVCp1b8kW3qasUD2AkCTpOcDvz/pRDkgCPmAQ+C3wbSFEaLlrGAyG51122WX/+8gjj1SUsvaXSCR47LHHuOqqq7bcF48QgsnJSUZHR7nssstWv3PxDcHDn4djPwQhQ9uL4dK/hYrlxwLLQvDAeJQ7j8/z+7EIWgmevcPFre3V7K+yluVhVEzycv6czIDgrEBBCEAgBPD/27vz8CjLe//j7yeZSSbrTJJJJhuQkBCWhFVwxbpQtwougLuoFffa09pqz6m1PbZaf231eNy1pacK7lbcQIsrKrIICCSEkASSEMg6WyaZTGZ/7t8fk1Bkz0JmBu7Xdc1FCDPzfAMk85l7+d4KvcHi3wFDQSE2JrZ3lCOO2JhjN6pxNOrtDRiTjKTGD09Pgf6495s6ahw9rPlxGdrYff6OvvgVNH8D9+6A2AODq9/vZ/Pmzeh0OkpLS6Ois+S+gsHg3u2aw/nmCeD3v/99z7PPPvt/stvkiS2SAsTtgAXQAilALnAy8ENCgeLHQoj3D/U8WVlZj9122213PPzww8O6ZLpvSuCUU06J+EN1Dqarq4vNmzfv3ep5xBepzmZY+yx89xL4XTDyHJh6a2gr6GE0Ory8stXKm1U2urxBivU65hdncsGoNBI00fWD+0TUt9h0VNrIcJfyPeYeH5d9uI07TjLxq9Nz//0HQR+8PBMmXAKXPXfA4+x2OxUVFZSUlJCbm3vAn0c6IQQbNmzAZDINe5fcVatWifnz51eazeZpQojAsF5ciiiRFCAKhRC7DvLnucALwI+AuUKIDw7xPLFZWVkb33jjjcnnnHPOsL5Vs9lse3tERNOq7T6BQIDKykoCgQCTJk06ura3PXZY/zf49gVwd0DOjFAvifyZh91r7/arvF9jZ3GFle1WNynaWGYXpjOvOJP8ZHkwVqRShUple1XETWP8o6qNv1W28tUNExhl2Of/z55V8K/b4Jo3YeyFez8thGDnzp20tbUNaZ+Y4SSEoLy8nISEhGHfDWaz2ZgyZYqlqanpJCHEnmG9uBRxIj5A9N4nFlgGTAeKhBDOQ9wvLy8vb9PmzZuzhrvxS2trK/X19Zx66qlRNxTap6WlhZqaGsaPH3/0Hey83bBpMax5GpytYJwAk2+BwvPhMEduCyHY2OpicbmFFXUOgiqclpPK/GIjp2an9q4PkCJJna0eU3IWyfGRMV2nCsG8j6ooTIvjtbn7NU36+ndQ/xHcVw+93TOdTifl5eVkZGQwduzYqDjP4mCqq6vx+XxMnDhxWMOcEIJzzz23Y8OGDTd3d3e/N2wXliJWVHwH9W4PuhNIB64/zP2arVbrzZdccklHIDC8I2s5OTnk5+ezceNGVFUd1msPldzcXE4//XT27NnDd999h8/nO/KD4pPhtJ+Euvxd8gwIH3z+C3jrYtj+Vmgo+SAURWFGbjLPXFTI6pvK+I+Ts9nR2cMvVtVz5b+qeL3GTJdPjo5GkvTENOzujnCXsdeGdietLh9Xl+23M0gNwq7PoeRC0Or2jjps2rSJ0tJSxo8fH7Xhoa6uDqfTOezhAeCPf/xjT1VV1VIZHqQ+UTECsc99Pwe6hBCXH+5+mZmZD8+dO/enf/3rX4dvT1Ovuro6bDYb06dPj9ofUhDqxFdbW9u/0QgI/fCuXh7qJdG6JXSE+MSbYNyVEHf44WJfUGVFXSdLyi1sbHWhi43hwlFpzCvOZIwh+taXHG9UobKtvYqyCJnG+M2aBr6zOPl2YRnxmn2+11rWw/Ib4YqX6B51Hlu2bCE9PZ2xY8dG7eggQH19PRaLhRkzZgz7z5Zly5YFFy5cuNlisZwuhPAP68WliBVtAeJJ4EwhxLQj3E/Jysr68KGHHjr3tttuG/aJ9bq6Oux2OyeddFJUhwiv10t5eTkajYaysrL+HQksBNSvDAWJXasgXg+lvb0kdEfe9lpp7uHlCivv1djxBgVTM5OZX2zkrDwDmghvmX0822GtIzc1h6S48DYJ6/D4mbN8GzdMMvK7H+zXt2HNI4jqf1I/71OazB1MmjQp6rZa76+hoQGz2RyW8FBVVcW55567p729faoQwjasF5ciWrQFiD8DlwghDjyH+sD7JmZmZm565513SmbOnDnsrzg7duygs7OTadOmRXWIEELQ0tJCbW3t3uZT/X732bQx1EuiejloEmDcfJj0Y0g+8tYzhyfAW1U2Xq6wsqfLR2aClstHG7l0dAYZx0FPiWhj67HT4+9hhD68zZZerWnn6fIWPr1uHGMy9hmdEirqq+diTyzAfO4TUT/qAKHzLdra2pgxY8awfy12u51p06ZZGxsbzxZCbBvWi0sRL9oCxBtAuhDi/KN87vzc3NwNa9euzR45cvi3n+3YsQOHwxH1IxEQ2jNfXV1NZ2cnEydORK8fQFtjc3Wol8TWf4Z+Xzwn1EvCMPqwDwMIqoIvG7tYXG7h691ONDEK5/b2lCjLSIyIIfUTQVANUmWuZmJ2adhqEEJw9YrtGJM1LL3i331IvH4/jds+p2T9PbgveoKEU34cthqHSkNDA+3t7WEJD4FAgDPPPLNj69atctGkdFBR86qmKEoCcB6w+mgfI4Roam9vn3vBBRfYXS7XsSvuEMaMGUNaWlpUL6zso9VqmThxIhMnTmTr1q1UVFTg9/dzKjRrHFz+AvzHZpi+EOpXwFuz4ZP/AEvlYR8aG6Mwq1DPksuK+WLBeBZMMrKmrZNbv6jlps9qWN5gwxOI7r/jaBAbE0u8Jo4evztsNZRbXTQ6vVxdGuq8KISgwWxmTU0NOY6NiBgNCZMuC1t9Q6W+vn7vtEU4RlHuuuuurp07dz4jw4N0KFEzAqEoyh+B+wht4+zX/mODwXDrGWec8Zfly5cbwvFOta6uDqvVyvTp06N+OBVCP7CbmprYuXPnwKc1AFxWWPd8qJ+EtwvyTgv1ksg99bC9JPY+3Bfk3ZoOlpRbqLV70MfFMqcwg7nFRnKTZE+JY8XqsuENeMnTh6cB0++/3cWq1k7WLyzD43VTuXs3GSkpjM3JQfP2bMgshgXvhKW2odL3MyMcax4A/vrXv3p/97vffW42m2eLcL9ISBEr4gNEbw+IXwMPAb8SQjw6kOuYTKa/3X777df+4Q9/CEvnmIaGBlpbW5kxY0ZUNps6mL5pDYfDwbhx4wZ+jLqnC757MdThsrsdMieGgkTBLDiKI6SFEKxr7mZJuZVP6h2oAmbm6plfbORkU4qc3hhiATVAtaWWMtOEYb+20xdg9rJKLivRc8VoFX8wSNmIEaQkJICtBpZeBrOfgOnROX0hhKCmpgan0xm2qc9Vq1aJefPm1VgslmlCiPANNUkRL5ICxO2AmdDpQjrAAIwBLgMKgD8BvxloGlYURZOVlbXq6aefnn7llVce5vSoY6e5uZn6+npOPvnkY37s+HByuVxs374dn8/HhAkTMBgMA3sivwfKX4PVT0LHrtDaiMm3QPHFoYO8jkKL08drlVZeq7RhdwcYlRLPvOJMLi5IJ0kb/aM/kaLGUsuotJHoNLphve4btW08saWVh06J48LxI8jc9wyXjc/ApudCZ18kD28juaEghKCiogJFUcLS5wFC0yYzZ85sa21tnS6EaB72AqSoEkkBYl8CcAF7gHXAIiHE2iG4lj4rK2v9G2+8UXzOOeeEZf2H2WymqqqKGTNmRGUb3cPp7OykqqoKjUbD+PHjB37AWDAAVe+Fdm60V4Z2a0y8KbR7Q3t02we9AZWPdjpYXG5hS3sPiZoYLhqVzvxiI4V62VNisMzdFgJqgNzU4TnEKaAGaelq4ZerbSTGa1lx3YQDX2DfvhRSjPDjfw1LTUMpGAzy3XffodfrKSkpCUt4MJvNnHrqqdaGhoYLhBCbhr0AKeqEPUAMN0VRsk0m04aPP/44f/LkyWGpweFwsHnzZqZNmzaw3QwRzmq1sn37dlJTUykpKRn4IWNCwM7PYNX/wO61of4RZddD6XWhvhJHqbzdxZIKK8tqO/AFBdOzkplfnMnMXL3sKTFA/mCAWmstpcd4GkNVVdpdZqwuK10BA79cY+Ghs/NZMGm/EQZHA7z1I7jwT3Dqnce0pqHm9/tZv349eXl5FBQUhKUGp9PJaaedZq+rq7va7XZ/GpYipKhzwgUIAEVRivPy8r5ZtWqVqbCwMCw1dHd3s3HjRsrKyjAajUd+QJQRQtDa2srOnTtJTU2luLh4cEee714Xakq142PQJsH4q2DijaFOl0fJ1uPnzSobr2y10uL0Y0rUMrfIyCWFGaTpjo91KcNpu7mG0ekFxGuGfjouoAZo7zZj67FjTMzAlJzFo5ua+Xh3B98uLCM1fr/pqC2LYP3jcM82CHOPiv5wu91s2LCBMWPGDPuR3H18Ph9nn312x7Zt237a2dn5aliKkKLSCRkgABRFOamwsHDFunXrjFlZR/8iNJQ8Hg/r16+nuLg4Ko8UPhpCCMxmMzt37iQuLo6SkpLBjbq0VYZ6SVQuBUUDJZfC5IWgP/ojjQOq4POGUMvs1U3daGMUzhuRxvwxRiakH1/TSsdSe7cZVajkpPSj1fkR+IN+Wp1tdHo6yUrKIjPJSExMDD3+ILOXVfKjMQYeO+8g/9bvXglaLdy2/2xo5Op7EzFx4kQyMjLCUoOqqlx22WWO1atXP2Kz2Qa0QF06cZ2wAQJAp9NdUFxc/NratWvTU1JSwlKD3+9nw4YNmEwmRo8efVzvGLDZbOzYsQMhBCUlJYP7oWlvgDVPweZXQfWHTv+ccmvoNNB+2Gn3sKTCwtLtdlx+ldL0ROYXZzJrhIG42KhpkxIWvqCfnbY6JmSNG/RzeQNeWpxtuLzdZKeYSE9MJ2afHTgf1Nt4ZONull4xhpNy9hvJ6m6B12bBDx+EmfcMupbhYLPZqKio4KSTTiI1ddiP7AFC4f6OO+7oevfdd180m80/D0sRUlQ7oQMEgF6vX1BWVvbkypUr0/p11sMQUlWViooKhBBMmjTpuOgVcTidnZ3s2LEDt9tNQUEBeXl5A9+u5myHdc/Bhr+DrxtGnBkKEtnTj6qXxN6n8QZ5p9rO4nIL9Q4vafEaLhmdwdwiI6bE8Py/iAZV5mqKM0YTd5S7ZPYlhKDb102bsx2/6icnJRuDznDQEL3wsxq8QuXT68cd+Odbl8Da/wc/3QQZRQP9UoZNY2Mju3fvZvr06QNfHzQEHnroIdczzzzzkdlsvkr2epAG4oQPEABGo/E/zzjjjF+/++67+nC1nBZC0NDQQEtLC9OnT0enG97tceHgdrv3turNzs6moKBg4D9Q3Y5QiFj3PPRYwTQ1FCRGnnVUvST6CCFYvcfJ4gornzd0AvCDXD1XjMlkWmbycT1CNBBtzjYUYjClHP00YFANYuuxY3ZZ0Gl0ZCdnkRx/6PUxOx1urv+kmgfOzOOWqQe5zgcLQO2Buwa9UeuYUlWVbdu24fP5mDJlSljfKPz973/33n///essFssPhRCBsBUiRTUZIHplZWU9dckll9y0aNGilHC+SFgsFiorK5k6derA+ylEmWAwSHNzM7t370ar1VJQUEBWVtbAXqx9PbDl1VAvic49kD4GJt8KRRdBTP/af+zp8vLqVitvbrPR4QlSmKpjfrGRi0alkyh7SgChqYd6+y7GZ4094n17fD2YXRacXifpCelkJWeijT3y4tXHNzfxbp2VbxeWkZ6w379hjxVe+QGc9Z9wzq8H+mUccz6fj40bN5KZmUlxcXFYg+jSpUsDd955Z5XFYjlVNoqSBkMGiF6KoiiZmZn/mDdv3rznnnsurCHC5XKxceNGiouLycvLC1sd4dDZ2cmuXbuw2+2YTCZGjBjBgNanBP2hhZbf/C9YqiElDybdDGPnQj+bH3kCKstqO1hcbqHS4iZJG8PFBRnMKzIyKvX4Hyk6km3t2ykxFh80DPiDfmw9dmw9djQxGkzJmeh1+qN+AfUGVeYsq+SsghSevvAgO6a2vwWr/hvuXAOm8B3wdThdXV1s2rSJcePGkZ09dAtOB+L9998P3HrrrTssFstpQojOsBYjRT0ZIPbRGyJevvrqqy958sknwxoi/H4/mzZtIjU1lXHjDjLve5wLBoO0tbXR1NSE1+slLy+PvLy8/k/tqCrUroBvHoemDZCQAWU3QOk1ENe/YCKEYHNbD0sqLHy4w4FfFZxiSmH+mExOz04l9gTtKdHS1YomRkNWb/fHoBrE4XFgddkIqAEyEtNJT8wg7ihGG/a3otHOg9828trlxZw+4iD/Xh/dAj2tofUPEfg90tbWRnV1NdOmTQvbYsk+y5cvD9588807e0ceHGEtRjouyACxH0VRYrKysl69/vrrZz/22GPJ4XzhFkKwfft2nE4nU6dOJVyLPMPN5/PR3NxMc3MzMTEx5Ofnk5OT078zRYSAXd+EgkTdFxCXDBOuCYWJxP734bD0+Hmj0sarW620ufzkJMUxr8jInMIM9PFh6ZQeNp6AhwZ7Izmp2dhcNnr8PaQlpJGRmE6CdnCLBO/6cgdWj48vb5xAzP7fi95OeHkmnHY3nPf7QV1nqAkhqK2txWazMX369LB/765YsUK94YYb6nrDgz2sxUjHDRkgDqI3RLy1YMGCCx599NGwhgiA1tZWqqurmTx5Munp6WGtJdxcLhdNTU20t7ej0WgwmUxkZ2f3ry14y5bQ1EbV+6EzNsbODU1vpPa/AZE/KPi03sHiCivfNncTH6tw/sg05hdnMjbt6NpuR6uAGqDT00mH24Hd3YExMYPMpEyS45KGZMRst9PDlf/azn2n5fCTGQcZ+q99D778NdzyBeSfNOjrDRWPx8OmTZtIS0tj7NixYTkQa1+94aG+d9rCGtZipOOKDBCHoChKTGZm5uvXXXfdRY8//nhYpzMAenp62LRpEyaTKeyLsCKF2+2mra2NtrY2fD4fmZmZZGdnk5aWdnR/P9adsOZJ2PI6CBWKfgRTboH0kgHVU211s6TCwrvVHbgDKpMykpg/xsg5eQa0x0lPCU/Ag8PtoMPdiSqC6HV60hLS6OjpIF4bT2bS0HVVfaa8mddrzay9uYyspIOMNn18N3Rsh3uqImb6wmw2s23bNkpLSwlXg7p9ffjhh8Gbb765zmw2nyHDgzTUZIA4jN6RiJfnz58/55lnngl7iFBVle3bt9PV1cW0adOOqxM9BysQCGA2m2lra6Ozs5OUlBSMRiMZGRkkJx9h+2VXS+go8Y0vgt8FI8+GKbdB9tQB1dLpDfB2lZ0lFVYaO72k6zRcPtrIZUVGMhOiq2W2P+iny+uky+uk29tNXKwWQ4KBNJ2BOM2/h+Xdfjd7OpsoMY4ZouuqXLp8G9Pzkvjb7NEHuYMLlpwROrb7oj8PyTUHQ1XVvUfbT5s2LSK2YX/wwQeBW265pc5isZwupy2kY0EGiCNQFEXJysp66bLLLrv8hRdeCHuIAGhvb6eqqoqJEycel+doDJYQAqfTidVqxWq14nK5ji5Q9Nhh/SL49gVw2yFneihI5M8c0DtcVQi+bnSypMLCyl1dxCpwVr6BK4ozmWwcmmH+obZvYHB5u4mNiSU1PpUUXQrJcUnf6w65v8q2bYzPGkdszOC3uK5scvDrNQ38Y85ozi08SOvz+hXw2T1w00dQcMagrzcYbrebTZs2YTQaw3aS5v7eeeedwB133LHDYrGcIYToCHc90vFJBoij0Ls744VzzjnnqldeeUXfr8V7x0jfD62MjAzGjh0bET+0ItXBAoVOp8NgMKDX6zEYDCQkJPz779Dngu8Ww9qnQ6MTGeNDUxuFF8AAXxwbHV5e2WrlzSobXd4gxXod84szuWBUGgma8PSUCKgBXL4eXD4XLp8LT8CLJiaWlPgUUnWpRwwM+2vqbCZBm0BG4uDX6fz8653s6vaw+qbSg+9u+ewX0L4Rflkz4H+TodDW1sb27duZNGlS2M6z2F9vk6hai8VyptyqKR1LMkAcJUVRFKPR+LvS0tKfffTRR2mJieFfICeEoKamBqvVyuTJkwfWL+EEJITA4/HgcDjo7OzE4XDgdruJj4/HYDCQmppKcnIySTot2u3vwjdPgG0HpI6CyTdDyWWhxZcD4ParvF9jZ3GFle1WNynaWGYXpjOvOJP85GMzJaUKFW/Aiyfgxe1394YFD7ExGpK0iSTFJZIUl4ROoxtUEHX5emjpamGMsXhQ9ba6fMz9cBs/PTmbX5x6kBMqA154+QyYdAXMeXJQ1xoov9/Ptm3b8Hq9TJkyJSKmE4UQPPzww66nn356k8ViuVAI0RPumqTjmwwQ/WQwGG4dNWrUn7744ov0SHnH4XA4KC8vJy8vj6KiIjkaMUB9ocLpdNLd3U13dzfBYBBNrEJe1xZy6l5HZ9+OmmAkWHoDmtJrUA7TgvlwhBBsbHWxuNzCijoHQRVOy0llfrGRU7NTD9yyeITnCoog/qAfX9CHJ+DF4/fgCXjwBf0oikJ8bDwJWh06jY6kuMRBh4VD1VHZXkVp1vhB7TxYVNnKP6raWHVTKfmpBwlqjSvh47vg+qVQ/MNBVDwwfQsli4qKGDFiRER8v6mqyl133eV89913PzGbzVfL9tTScJABYgASExPn5Obmvrhy5cqMESNGhLscINR4qW/f+ZQpU0hOHtgLm3Qgv98fChROJ6L+S9Iq/0GKdTN+TTLN2RfSkvcjYhONxGu16LRatLGxaPpuMTF7P47t/bgvHCgAikK7y8+blTZer7Jj7QmQl6TlkkID549MIUEDqhokKFSCanBvUAiFBT+qUAHQxMSijdUSFxuHTqNDp4lHp9WhjdEO6wvcbscekuOSSU9MG9Djg6rg8o+2Mc6oY8llhxjJ+PJ+aPwc7qsDzfD1V/D7/VRVVeF2u5k8eXJYD8Lal8/n44orrnCsXbv2ZYvF8jN5MJY0XGSAGCCNRnNqTk7O+ytWrMgqLY2cFrodHR1UVFSQn59/3B8PHlZN34WaUlUvR2h0BMfMpbvkGtxxGfiDQYKqSiAYDN32+1gIgQDo/bUvSARVwYb2IJ/sCVLTESQ+Fs7M0XHRqESKUnXEKjHE7A0KWrQx2iFZsDiUur3dtHWbKc44yM6Jo7CmtZNfrKrn+R8VclGx4cA7qH54+UwYexHM/evgiu2HSBx1AHA6nVx44YUdNTU1f7ZareHfjiKdUGSAGARFUcabTKbPli5dmnPGGWdExk8UQqMRNTU12O12ORpxrFlqQmsktr4V+n3xHJi8ENIGd6x0pbmHlyusvFdjxxsUTM1MZn6xkbPyDGgiuGV2aBpjG6WmCf1agNnnP1fXU2l3sfbmUuIO1jujaQ18tBCuehXGzx6Cig8vUkcdIBRqzj33XPuePXt+3tnZ+XK465FOPDJADJKiKPlZWVlfLVq0aOQll1wSUT2M+0YjcnJyKC4uDntHvOOaYzeseQY2LYGABwpmhbaAZk0c3NN6ArxVZePlCit7unxkJmi5fLSRS0dnkBGhPSUaO3aj16ViSDD063FWt59Ll1dyy7Qsfn3GIQ6RW/Ug7FwGv6qHQbbJPhwhxN5zLCJt1AGgoaGBWbNmWVtbW69zu92fhLse6cQkA8QQUBQlLTMzc+V//dd/ldxzzz0JkfSDRlVV6urqaG5uZsKECRHRHe+45rKG+kis/xt4OiHvNJh8S+jXQfy/CKqCLxu7WFxu4evdTjQxCuf29pQoy0iMqBc3p9eJxWVldPpBTs88jCXb23huaytfLBjP6LSDNGJSg/Dq2VB4Bly5ZGiKPQiXy8XWrVvRarWUlpZGRFOofa1evVpcccUV7a2trbOFEN+Fux7pxCUDxBBRFCU+Kyvr1VmzZv3wxRdf1EfCtq59ud1uKisrEUJQVlZGJGxDPa55uuC7l0IdLrvbILMMptwKBT+EAQzt76u+w8PLW638s8pGt09lbFoCVxRn8sMRaeg04R9lEkKwtX0bE02lRx1sVCG48l9V5OnjeHPeIbpZtm2CD66Def8HE+cPYcUhgUCAHTt2YDabKSsri5i+DvtatGiR9ze/+c0ui8VynhBiT7jrkU5sMkAMIUVRlIyMjF+NHDnyVytWrEiPxHf7ZrOZqqoqcnNzKSoqIjY2shbhHXf8Hih/HVY/CR0NYCgMjUgUzx5wL4k+Ll+Qd2s6WFJuodbuQR8Xy5zCDOYWG8lNCm+AbbDvIj0xHb3u6I6w3tju5O6vdvLE+aO4bNwhGlGt/RNUvR7afXGUz3s09p2uGDlyJIWFhRE33RcIBPjpT3/atXTp0jUWi2We7PEgRQIZII4BnU53QWZm5svLli3LnDJlSrjLOYCc1giDYACq3gudAtpeCck5MPEmGDcftIMbDRJCsK65myXlVj6pd6AKmJmrZ36xkZNNKWGZ3uj0dGHvsVOYXnBU9//t2gbWm518u7Ds4KMoQsDr50HuRLj2zSGrs7u7m8rKSuLi4pgwYULETVdAaC3T7NmzO3bs2PGcxWL5rdymKUUKGSCOEUVRxmRlZX381FNP5V911VURudqtb1pDVVXGjx9PaurQvauTDkEI2PkZrPof2L0WdGlQel3opjMM+ulbnD5eq7TyWqUNuzvAqJR45hVncnFBOkna4Rtt6s80Rqc3wOxllVw30ciDZx3iSHXLNnh3Plz6LEy9ftD1+Xy+vX1TInW6AmD79u1cfPHF1vb29ttdLtc74a5HkvYlA8QxpCiKPisr68Mf//jHkx955JHkSBsW7WO329m+fTsJCQmMGzdOro8YLrvXhUYkaleANgnGXwkTb4Qk06Cf2htQ+Wing8XlFra095CoieGiUenMLzZSqB+erYj19gYyk4ykxB++xfobtWae2NLMimvHMc54iNrWPwHlf4f7dsIgztoIBALU1dXR0tJCcXEx+fn5EbUAdV8ffvhhcOHChS3t7e0/EkJUhrseSdqfDBDHmKIosVlZWU9Nnjz52qVLlxoi9bwKIQRms5nq6moyMjIYM2ZMRPT3PyG0bwsFicqloGig5JJQLwl9wZA8fXm7iyUVVpbVduALCqZnJTO/OJOZufpj2lPC4XbQ6eliVNrIQ95HCMG1H1ejT4jhvavGHupO8M+LIW0k3PjBgGpRVZXGxkZ27drFyJEjKSgoiNj1P0IIHnnkkZ4nn3xyu8ViuUAIYQt3TZJ0MDJADBODwXBjenr6Y++8844xEtdF9BFC0NTURF1dHTk5ORQVFaHRRFR7i+OXvQHWPA2bXwl1XCw8P7RzwzhhSJ7e1uPnzSobr2y10uL0Y0rUMrfIyCWFGaTphn6WTRUqle1Vh53GqLB2c9sXO/jzrJFcVXqIaYSOnfDPOXDx/8CMW/pVgxCClpYWduzYQXZ2NkVFRUTCabqHYrfbufLKKzsqKyvfa29vv10I4Q93TZJ0KDJADCNFUcZmZWUtf+CBB/LvvvtuXaQOnULoHduuXbtobGxk1KhRjBo1KmLfsR13nO2w7jnY8HfwdUP+zFCQyJkxqF4SfQKq4POGTpaUW1jd1I02RuG8EWnMH2NkQnrSEHwB/7bTVk92chbJhzh07OH1jaxsdrB+YRlJcYf4/7XpOdj4DPyyGlKyj+q6fSNqNTU1GAwGSkpKInKB5L5Wr14trr76aqvdbr/T5XItDXc9knQkMkAMM0VREkwm06KpU6de/PrrrxsMBkO4Szosv99PQ0MDzc3N5OfnU1BQENHv4I4rbgds/D9Y9zy4LGCaApNvhVFnD7qXRJ+ddg9LKiws3W7H5VcpTU9kfnEms0YYDt5Kup/s7g66vd2MNBx46JzLH+TiDyq5fFwa/2/Woac5WDoXEvWw8OMjXq9vxKGuro7U1FTGjBlDUtLQhqKhpqoqjzzySM9TTz3VYLFYLhZCNIa7Jkk6GjJAhElycvI1GRkZT7799tuZM2bMCHc5RxQIBNi9ezeNjY2YTCaKiorkGonh4neHpjXWPBVqmZ02BqbcAkU/gpihmV5yeoO8U21ncbmFeoeXtHgNl4zOYG6REVPiwPtVqKrKNvN2ykwTDpjGeGenlb9s2sP7V5Uw2XSIF/muPfDG+XD+H+H0uw97nT179tDQ0IDRaKSoqCiizq04FLPZzLx58zpqa2tfN5vNP5dTFlI0kQEijBRFGZ2ZmfnhvffeO/K+++5LjOQpjT6qqtLU1ER9fT3p6ekUFxfLXRvDJeiHyndCp4BaqiElDybdDGPngmZohueFEKze42RxhZXPGzoB+EGunivGZDItM3lAOxZ2WHeSm5pLUtz3/5/c+Gk1MbHw0TVjD/285f+Abx+Fn5VDWsEBfxwIBGhsbGT37t3k5OQwevRo4uKG74jvwVi5cqW6YMECi9Vqvdnj8XwU7nokqb9kgAgzRVHisrKynp0wYcK8t99+Oy1S96PvTwhBa2srdXV1JCUlUVxcLPtIDBdVDW39/OZxaNoACRlQdgOUXgNxQ7fLZ0+Xl1e3Wnlzm40OT5DCVB3zi41cNCqdxH70lLD12HH73eTr/31AVnVHDzd9WsMfzsrnhsmZh37we1dDLHD719/7tNfrpaGhgdbWVkaMGEFBQUHULPYNBoP87ne/6160aNEOi8UyWwjREu6aJGkgZICIEAkJCZdmZGT8bdGiRcaLLrooMhtGHIQQAqvVSl1dHcFgkMLCQrKzsyOuFfBxSQhoXA2rHoe6zyEuGcZfDRNvgMTDvCj3kyegsqy2g8XlFiotbpK0MVxckMG8IiOjUo888hFUg1SZq5mYXbr3c3/5bg8f7rKxfmEZet0hXvhd7aHDs859AH5wHxDqytjQ0IDT6aSgoID8/PyoWty7c+dOrrzySvuePXtetFqt/ymECIa7JkkaKBkgIoiiKCaTyfTGOeecM+WFF14w6PX6cJfULy6Xi4aGBiwWC3l5eYwcOTLiV74fN1rLQ70ktr0HsdrQtMakmyH1wMWLAyWEYHNbD0sqLHy4w4FfFZxiSmH+mExOz04l9jA9JWqtOxihzydBm4A7EGT2skouKNLz+PkFh77gtldh9cME71xHiy+ZXbt2odPpKCwsJCMjI2IbQB2Mqqo88cQT7j//+c/tZrP5KiHE+nDXJEmDJQNEhFEURUlOTl5gMBgeXbRokfHCCy+MurfygUCApqYmdu/eTUJCAgUFBRiNxqj6gR+1bHWw+gnY8joIFYouCm0BTS8Z0stYevy8UWnj1a1W2lx+cpLimFdkZE5hBvr4A0cUrC4r3oCPPH0uyxtsPLxhN2/NG8PJeQff3gkQ+OAGAi4La6c9QU5ODqNGjYqKhZH7q6ur48orr7Q3NTW9YTabfymE8IS7JkkaCjJARChFUbJNJtMb55577uTnn38+6kYj+jgcDnbt2oXD4SA3N5f8/Hy56HI4dLWEjhLf+CL4XTDybJhyG2RPHdLL+IOCT+sdLK6w8m1zN/GxCuePTGN+cSZj0/797xxQA1RbaikzTeC2z2vpDgb4fMH4A0KlPxiktaOD1tZ6Tl77Y7qn3U7S7EeickpMVVWefPJJz5/+9Ke+UYdvw12TJA0lGSAimKIoSkpKyo16vf7P0Toa0cfv99Pa2kpTUxOqqpKfn09ubm7UrJiPWj12WL8Ivn0B3HbInh4akRhx5pA0pdpXtdXNkgoL71Z34A6oTMpIYv4YI+fkGdDGxlBtqYVYEzd9Vs/9M3O5bVrozA9VVWnv7KTJZsPl9ZKblsYo+9fEr/l9aPFkzuQhrXM41NXVcfXVV9t37979ltlsvkeOOkjHIxkgooCiKDkmk+mNWbNmTX7++ef10b7bwe1209zcTEtLC/Hx8eTn55OdnR1Vi+Gijs8Fm5aEekl0tUDGOJh8C4y+EGKG9u+90xvg7So7SyqsNHZ6SddpuHy0kZnZCu/UdbJij5u1N5eiBD002WzYu7vJTE1lhNFIakJCaFTiX7eDszG0fTOKpr72G3W4WgixLtw1SdKxIgNElOgbjUhJSfnzY489ln711Vdrjoc1BV1dXTQ1NdHe3o7BYCA3Nxej0SjDxLES8MHWf4bWSVhrIXVk6OCukssgdmhHg1Qh+LrRyZIKCyt3dRGjQIwCp+TEs3Csij4piREZGRhTUr4/leFzwpIz4JTb4YI/DmlNx9KWLVu46aabbK2trW/3jjq4w12TJB1LMkBEGUVRMkwm07MjR448b/Hixenjx48Pd0lDQgiB3W6ntbUVq9VKQkIC2dnZZGdny46Xx4KqQvXyUC+Jls2QmBU6Snz8VRA3dK2fg6qKpauLzc023qvtZpNF5cEzjFw4Po/YQ61r2LkcvrgPFn4KI04eslqOFYfDwb333tu1bNmyRrPZvEAIUR7umiRpOMgAEaUURZmRlZX18lVXXZX7xz/+MSVSjwkfCCEE3d3dtLW10d7ejhACk8lEdnY2Kfu/W5UGRwio/zK0BbThK4hPhQnXQtkCSEgf0FN6/H7aHQ7aHA7cPh+ZqalkGwykJSfTaLGgqipF2Yc5FOuT/wBbJdxTBRG8eFJVVV588UXfb3/7247u7u77nU7ni0L+QJVOIDJARDFFUWL0ev2dycnJv3v00UePm2mN/Xm9Xtrb22lra8PlcpGeno7RaCQjI0P2mRhKTd+FRiSql4daY4+dD5N/DMm5h31YIBjE3t2NzenE6nQSoyiY9HpMBgMp+2279Pj9bKyrY+a4cYd4MjcsOR2mLoCLHxuqr2zIbd68mZtuusnW3t7+QXt7+z1CiM5w1yRJw00GiONA77TGMyNHjjzvpZdeypgwYUK4SzpmgsEgDocDq9WK1WrF7/eTlpaG0WjEaDTK6Y6hYKmB1U9CxZuh3xfPDq2TSCsGQoGhw+XC2tWFzekkKATpyckYU1LISEkh7ggtpb+prmZ6URG6g53q2vAJfPozuOEDGH3WUH9lg9Y7XdG5fPny3e3t7dcLISrCXZMkhYsMEMcRRVGmm0yml+fPn5/70EMPpaalpYW7pGMuGAzS0dGBzWb7XqDIyMjAYDCQlJQkpzwGyrEH1j6D+O4llIAHp+kM6nIuoTO5uF+BYX91bW3ExMRQmJV14B9+8StoXg337oDYyDnbIhAI8I9//MP34IMPdnR1df2Xy+VaLKcrpBOdDBDHGUVRYpKTkxcmJyc/+JOf/MTwi1/8IvFEatzUFyjsdjsOhwOXy0VcXBx6vR6DwYBeryc5eWCnSp4IPB4PDocDh8NBZ2cnPT09JCluCs2fkLFzKTG+Lsg9NdRLIu+0AW2x7PF62bJrF6ePHfv9Pwj64OUzoPQyuPTZofmCBkkIwbvvvqvee++9dpfL9brZbP6tnK6QpBAZII5TiqLo0tLSfpGQkPCz3/72t4ZbbrklLlpOKxxqPp/vey+K3d3daLXavWGi76bT6U6YYOHz+eju7sblctHd3U1nZydut5v4+HgMBsPeW0JfXwYArzPU2XLts9DdBpllMPlWKPwhKP1b7Lhq+3ZOGTPm+6MXu7+GFbfDtf+EkvOH8KsdmK+++oq7777barVaP2tra/ulPDVTkr5PBojjnKIo+szMzAeTkpKu/8tf/pI2f/782BPlRfJwfD7f3jDR9yLq8XhQFIXExMS9oSIpKYnExETi4+OjKlwIIfD7/bjd7r1fX9/XGgwG0Wq1e7++5ORkUlNTvx8WDifghfLXQ+sk7PVgKAw1pSqefdS9JHa0thKn0TAqc59TQ796ABo+hl/VgyZ8a1m2bNnC3Xffbaurq9vc1tb2EyFEbdiKkaQIJgPECUJRlOzs7OzHMjIyLnjyySczZs2aFT2vhsNIVVV6enq+FyzcbjderxchBIqiEB8fj06n2/tr38cajeZ7t6E8v0EIQSAQ+N7N5/Ph8XjweDx4vd69H6uqCoBWqyUhIWFvSOgLDEM2EqUGoeq90BbQtq2QlA2TboJxV4D28NNmLo+Hrbt3c2pJ7yFfagBe+QEUz4L5/zc09fVTfX0999xzT8f69evr29ra7hBCbAxLIZIUJWSAOMEoilKcnZ39bEFBwUn/+7//m3HqqaeGu6SooqoqXq/3ey/YfS/g+764B4PBvS/kfWJiYoiJidn7Ll9RFBRFoe97UAix9xYMBr/3WEVR0Gg0xMbG7g0ocXFxewPMvoFm2Lt4CgE7P4dv/gca14AuDUqvC910hkM+7KuqKk4vKUGr0UDLelh+I1y5BCZcOny1A01NTTz44IOdy5cvb7dYLD8JBoOfDWsBkhSlZIA4QSmKMjUnJ+fxnJycskceeSTj/PPPV6JpiD7aCCFQVXVvqNg3NMC/w0Tfx7GxsVE1ZbLX7m9DvSRqV4AmEcZfGRqVSDIdcNealhYS4+IYYTTC6oeh5h34Vd2QdsI8nJqaGv77v/+748svv7Q5HI7feL3et4UQ6pEfKUkSyABxwlMUZVxOTs7/0+v1Mx966KH0uXPnxkTj0clShGnfBt88AZVLQwssSy6FSTeH1kv0crrdVDU1cUpxEbx2LoyYAVe/esxL27RpE/fff7+9vLy8yWw2/0pV1U/klkxJ6j8ZICQAFEUZaTKZHkxISJjzwAMPGBYsWKCRR21Lg9axC9Y8DZteDm3THH0BTLkFjKUAfLltGzPTvWiWXQeX/w0mX3VMyhBC8NVXX/HrX//a1tjYWN3a2nqfEGLtMbmYJJ0gZICQvkdRlMzMzMz74+LirrvnnntS77jjjvikpOEZUpaOY91mWPccbPh7aDto/hkw5Ta2B3PIr3uJlJ3/hPt2QoJhSC+rqirLli1TH3jgAbvNZtvQ2tr6n0KIrUN6EUk6QckAIR2Uoiip6enpP4uLi7vrmmuuSfr5z3+eMnLkyHCXJUU7T2coRKx7HlwWAsaJqM5m4kZMg+uXDtlluru7eemll3yPP/54l9vt/rStre0BIUT9kF1AkiQZIKTDUxQlLj4+fn5aWtpvSktLTb/5zW8yzj777Ohc4CdFDr8bNr+CWPMUimM36pyniDnpxkE/7Y4dO3jsscc633///R6/3/9Xu93+jBDCNgQVS5K0HxkgpKOmKMq0nJyc3+p0upk/+9nPUm688cZ4g8EQ7rKkaBYMUP/N2ySMOZOc3LwBPUUgEGDZsmXqo48+atu1a1ezxWL5QyAQ+EAIETzyoyVJGigZIKR+UxQlXa/X36bT6e4866yzku+999706dOny1EJaUA6Ojqor6/npJNO6tfj9uzZw3PPPedasmSJKxgMftDe3v6YEKLmGJUpSdJ+ZICQBqy3ccRZubm59yclJU255ZZbUq6//npdbm5uuEuToogQgi+//JKzzjrriN07e3p6eO+999TnnnvOVldXZ3E4HH/xeDxvCiE8w1SuJEm9ZICQhoSiKBlJSUnXpKam3pWXl2e866670ufNmxebmpoa7tKkKLB161aysrIwmQ5sOBUIBPjiiy94/vnnbWvXrvUEg8E3rFbr3+QZFZIUXjJASENOUZTC9PT0hVqtdsHUqVMT77zzzowLL7xQkX0lpEOx2Wzs2bOHKVOmAKFRie+++46///3vnR988IFXCPFpW1vbM8C3sumTJEUGGSCkY6Z3imNKdnb2XcCc888/P/7WW281nHbaacN/XoMU0YQQrFy5kry8PF599dWeJUuW9AQCgc3Nzc1PAp8IIfzhrlGSpO+TAUIaFoqixALn5Obm/kRV1dNnzpwZe+2112acd955JCcnh7s8KUyCwSDr1q3jrbfecn7wwQciEAjssFqtz3o8nreFEM5w1ydJ0qHJACENu94wcbLJZLoWuKSoqCjhuuuuS7v00ks1eXkD28onRY/u7m4+/vhj8dprr9nXrFkTjI2NXd3c3PwS8JkQoifc9UmSdHRkgJDCTlGU0SkpKfNSUlKuS0pKyr3iiisS582blzRlypQjrsqXosPu3btZtmyZ/+WXX3Y0Njb2qKr6ntlsfh3YIE/AlKToJAOEFFEURTHExsZelJOTc2MgEJgyYcIEZc6cOWmzZs3SlpaWykARJZqamvjyyy/FsmXL7GvWrFGFELs7Oztf6+7ufkcIsSvc9UmSNHgyQEgRq3cR5hidTjcrMzNzrt/vnzhhwoSYOXPmGGSgiCzNzc2sXLlSLF++3L5mzRpVVdU9LpdrmcPh+BewSS6ClKTjjwwQUtQ4WKAoLS2NueCCC/Qnn3xy3NSpU5F9J449n8/Htm3b2Lhxo/r555939AaGpp6enmUdHR3/Ar6TgUGSjn8yQEhRqzdQlMTGxp6WnZ09S1XVGVqtNq2srEz5wQ9+kHryySfHT5s2Db1eH+5So5bP56OyspKNGzcGv/76a8eGDRuCXV1dHo1GU9nR0fGFy+VajQwMknRCkgFCOq707vAYFxsbOz07O3uWEOLk2NjY9NLSUs4888yUsrIyXUlJCaNHj0Y2tvo3VVVpamqitraW6urq4OrVqx0bN25Uu7u7e7Ra7VabzfZ5T0/PeqBcCOE6lrUoinI2sPIwd+kUQhiOZQ2SJB2ZDBDSca83VIwFpmZlZU2Lj4+f7Pf7i7RabWJubi6TJk3STpo0KXXcuHGxJSUl5OfnH5drK4QQ2Gw2amtrqampEVu3bnVWVFR46urqFLfb7dNqtU2qqlaazeaNgUBgC1ARjm2V+wSI2wHzQe7iF0J8OJw1SZJ0IBkgpBNW7xRINlCi0WjGZmVlzYiNjS3z+/35cXFxcQaDgby8PAoKCuIKCgoS8/Pz43JycsjNzSUnJ4eUlJSIOYHU4/HQ1tZGS0sLra2tNDc3BxsbG127du3y7tmzR1gsFsXr9QZiYmIsiqJUd3R0bHS5XNuAWmCXECIQ7q+hzz4BolDu2JCkyCUDhCQdRG+40AM5fbfU1NTClJSU0TExMSODwWCuqqqpWq1Wo9FoYpOTk9Xk5GSh1+sVvV4fo9frYw0Gg8ZgMGgNBkN8SkqKkpiYSGxsLDExMd+7CSFQVXXvLRgM4vV6cTqddHZ2+hwOh8/hcAQcDkegs7NTdHV1qV1dXYrT6Yzx+/0iEAj4VVV1a7XaNiHEHrfb3WC32+uEEC1Aa+/NKoQIhvGv9KjJACFJ0UET7gIkKRL1Htjk6L1tP9x9FUWJAZKAFCC599d9P05OSkpK1+l0+piYmFhFUWL7fgU0vS/sQSFEUAihqqoa8Pv9PU6n06aqahfQDTh7b/t+7JKLFyVJChcZICRpkHo7Kfa9qEtDJ1VRFMNBPq8KIbqGuxhJkr5PBghJkiJV+SE+3wgUDGMdkiQdhAwQkiRFqmuAtoN83jPchUiSdCAZICRJilTr5CJKSYpcx99md0mSJEmSjjkZICRJkiRJ6jcZICRJkiRJ6je5BkKSpEh1vqIoB2tl3SOE+GTYq5Ek6XtkgJAkKVL99RCfl9s4JSkCyFbWkiRJkiT1m1wDIUmSJElSv8kAIUmSJElSv8kAIUmSJElSv8kAIUmSJElSv8kAIUmSJElSv8kAIUmSJElSv8kAIUmSJElSv8kAIUmSJElSv/1/zhg75OiA9IcAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 648x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt \n",
    "import numpy as np \n",
    "    \n",
    "types = [\"A\", \"B\", \"C\", \"D\", \"E\"] \n",
    "  \n",
    "actual = [41, 57, 34, 53, 60, 41] \n",
    "expected = [40, 49, 20, 54, 65, 40] \n",
    "    \n",
    "plt.figure(figsize =(9, 8)) \n",
    "plt.subplot(polar = True) \n",
    "    \n",
    "theta = np.linspace(0, 2 * np.pi, len(actual)) \n",
    "    \n",
    "lines, labels = plt.thetagrids(range(0, 360, int(360/len(types))), \n",
    "                                                         (types)) \n",
    "\n",
    "plt.plot(theta, actual) \n",
    "plt.fill(theta, actual, 'b', alpha = 0.1) \n",
    "\n",
    "plt.plot(theta, expected) \n",
    "plt.fill(theta, expected, 'r', alpha = 0.1) \n",
    "    \n",
    "plt.legend(labels =('员工1', '员工2'),bbox_to_anchor=(1, 0.2, 0.2, 0.8), fontsize=15) \n",
    "\n",
    "plt.title('我是标题', fontsize = 20)\n",
    "plt.tick_params(labelsize=20)\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
